How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems | Paper Citation Record

Observation 71d47ad8-bae6-495f-9981-555a93e09997 · outbound

This paper cites VQA: Visual Question Answering,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems VQA: Visual Question Answering,

Reference 1

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Observation 8d7bdee0-3f56-4293-b5f7-efcfc3389f5c · outbound

This paper cites Making the V in VQA matter: Elevating the role of image understanding in visual question answering,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Making the V in VQA matter: Elevating the role of image understanding in visual question answering,

Reference 2

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Observation aeee4825-6bf1-400e-b230-b03f9f69aee0 · outbound

This paper cites Project Aria: A New Tool for Egocentric Multi-Modal AI Research.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Project Aria: A New Tool for Egocentric Multi-Modal AI Research

Reference 3

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Observation 51d95b2f-c7d9-4ea4-819e-9c7989f2f0c0 · outbound

This paper cites Ray-Ban Meta AI glasses gen 2 & gen 1.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Ray-Ban Meta AI glasses gen 2 & gen 1

Reference 4

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Observation ca9a5527-1242-4b86-bd1c-85c3fadb4b4f · outbound

This paper cites Vision-language models for vision tasks: A survey,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Vision-language models for vision tasks: A survey,

Reference 5

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Observation c423ef81-b965-4ded-9423-26bd29476cc2 · outbound

This paper cites A survey on multimodal large language models,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems A survey on multimodal large language models,

Reference 6

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Observation 5f6c1989-ff9c-411f-9b78-d5a98caf6067 · outbound

This paper cites VizWiz grand challenge: Answering visual questions from blind people,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems VizWiz grand challenge: Answering visual questions from blind people,

Reference 7

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Observation 2ec2a70d-2d04-40e7-9f53-bd449a390a50 · outbound

This paper cites Be My Eyes: Lend your eyes to the blind.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Be My Eyes: Lend your eyes to the blind

Reference 8

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Observation c7a0d083-22a2-4034-b581-b6528d7cdf17 · outbound

This paper cites Long-form answers to visual questions from blind and low vision people,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Long-form answers to visual questions from blind and low vision people,

Reference 9

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Observation f809fab8-781e-4a98-a07b-14dbb91febbb · outbound

This paper cites Augmented reality anatomy visualization for surgery assistance with HoloLens,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Augmented reality anatomy visualization for surgery assistance with HoloLens,

Reference 10

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Observation f4e53888-1f74-4bcb-8700-525f7fbc0d40 · outbound

This paper cites LLMs Enable Context-Aware Augmented Reality in Surgical Navigation.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems LLMs Enable Context-Aware Augmented Reality in Surgical Navigation

Reference 11

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Observation 1f4ba1a6-b0cd-47fd-affe-6011636153dd · outbound

This paper cites DriVQA: A gaze- based dataset for visual question answering in driving scenarios,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems DriVQA: A gaze- based dataset for visual question answering in driving scenarios,

Reference 12

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Observation f23872a6-04d1-484e-93c5-fa11a7b911cf · outbound

This paper cites Mimicking human attention in driving scenarios for enhanced visual question answering: Insights from eye-tracking and the human attention filter,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Mimicking human attention in driving scenarios for enhanced visual question answering: Insights from eye-tracking and the human attention filter,

Reference 13

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Observation 0e174cce-37bf-44c7-a1d0-9ecab01484fb · outbound

This paper cites Demystifying small language models for edge deployment,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Demystifying small language models for edge deployment,

Reference 14

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Observation 4f3be074-5d14-4261-9b0f-284edc6d3958 · outbound

This paper cites Efficient processing of deep neural networks: A tutorial and survey,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Efficient processing of deep neural networks: A tutorial and survey,

Reference 15

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Observation 3f716f81-e7ef-4153-bce3-1a2d210cacd2 · outbound

This paper cites LLM in a flash: Efficient large language model inference with limited memory,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems LLM in a flash: Efficient large language model inference with limited memory,

Reference 16

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Observation 093f752c-10f3-48fc-aea0-9e19b5827545 · outbound

This paper cites Mo- bileLLM: Optimizing sub-billion parameter language models for on- device use cases,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Mo- bileLLM: Optimizing sub-billion parameter language models for on- device use cases,

Reference 17

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Observation ed140e8c-6bb7-4a98-bae5-f052bb71ac1e · outbound

This paper cites MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices

Reference 18

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Observation 5591e1b1-915d-433f-9465-befe03319a4a · outbound

This paper cites Bench- marking tinyml systems: Challenges and direction,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Bench- marking tinyml systems: Challenges and direction,

Reference 19

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Observation e0624723-5114-4f44-ba70-eaa0a743094d · outbound

This paper cites TinyLLaVA: A Framework of Small-scale Large Multimodal Models.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems TinyLLaVA: A Framework of Small-scale Large Multimodal Models

Reference 20

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Observation 030b6d04-1204-49be-9816-dcd0f2bb3b2d · outbound

This paper cites Rokid AI & AR glasses—redefining reality.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Rokid AI & AR glasses—redefining reality

Reference 21

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Observation 33c982d4-3c83-47e6-acb7-fa530e2c4d11 · outbound

This paper cites Project Astra: A research prototype exploring the future of AI assistants.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Project Astra: A research prototype exploring the future of AI assistants

Reference 22

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Observation 43286f77-d8ae-43c3-9bf8-3483d41a9953 · outbound

This paper cites Google vs meta smart glasses: Which AI frames are better.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Google vs meta smart glasses: Which AI frames are better

Reference 23

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Observation f4719216-9ab0-4982-9300-c7e5fadb17c7 · outbound

This paper cites Edge cloud offloading algorithms: Issues, methods, and perspectives,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Edge cloud offloading algorithms: Issues, methods, and perspectives,

Reference 24

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Observation e2197941-1bf2-423d-afa5-c6c52a9dda66 · outbound

This paper cites Cosmos:computation offloading as a service for mobile devices,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Cosmos:computation offloading as a service for mobile devices,

Reference 25

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Observation b49ec1be-5003-4b1d-8980-a2abd19fa10c · outbound

This paper cites To offload or not to offload? the bandwidth and energy costs of mobile cloud comput- ing,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems To offload or not to offload? the bandwidth and energy costs of mobile cloud comput- ing,

Reference 26

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Observation 46a2ff98-5f5e-4710-8ec2-ac5fa2d36e6f · outbound

This paper cites Images and vision,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Images and vision,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.662673Z

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This paper cites Understand and count tokens — gemini api,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Understand and count tokens — gemini api,

Reference 28

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e2f21d7e-8e38-48c8-a39c-c1f0178b018b · outbound

This paper cites A-vit: Adaptive tokens for efficient vision transformer,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems A-vit: Adaptive tokens for efficient vision transformer,

Reference 29

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Observation 6d2e4ea8-265e-463d-9465-ec7bf0e3941a · outbound

This paper cites Not all patches are what you need: Expediting vision transformers via token reorganiza- tions,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Not all patches are what you need: Expediting vision transformers via token reorganiza- tions,

Reference 30

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Observation b1f216e8-d0ab-496d-9366-3b51981bba7a · outbound

This paper cites Token merging: Your vit but faster,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Token merging: Your vit but faster,

Reference 31

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This paper cites Elf: Accelerate high-resolution mobile deep vision with content-aware parallel offloading,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Elf: Accelerate high-resolution mobile deep vision with content-aware parallel offloading,

Reference 32

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Observation c815e248-ed3e-4b28-ba44-419e630d7ae0 · outbound

This paper cites Accumo: Accuracy- centric multitask offloading in edge-assisted mobile augmented reality,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Accumo: Accuracy- centric multitask offloading in edge-assisted mobile augmented reality,

Reference 33

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This paper cites Deep contextualized compressive offloading for images,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Deep contextualized compressive offloading for images,

Reference 34

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Observation 62d30240-4617-49fe-8b99-a546eb9e352a · outbound

This paper cites Towards wearable cognitive assistance,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Towards wearable cognitive assistance,

Reference 35

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Observation e1736367-04fd-4dca-81ad-2fa144d30a94 · outbound

This paper cites Deep learning with edge computing: A review,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Deep learning with edge computing: A review,

Reference 36

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Observation b611c525-e955-40b7-9ec3-84c34dd7569d · outbound

This paper cites Color-to-grayscale: Does the method matter in image recognition?,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Color-to-grayscale: Does the method matter in image recognition?,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.540375Z

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Observation 82072b31-de42-4ac8-bb17-d7543c2d9d70 · outbound

This paper cites The jpeg still picture compression standard,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems The jpeg still picture compression standard,

Reference 38

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Observation a4b2b770-2d6d-4fd1-af7e-2750e9d6511e · outbound

This paper cites Learning to resize images for computer vision tasks,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Learning to resize images for computer vision tasks,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.520409Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6e7aa746-6bc4-4004-a37f-d48474ab831a · outbound

This paper cites VQA-MHUG: A gaze dataset to study multimodal neural attention in visual question answering,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems VQA-MHUG: A gaze dataset to study multimodal neural attention in visual question answering,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.509216Z

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This paper cites Eye gaze tells you where to compute: Gaze-driven efficient vlms,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Eye gaze tells you where to compute: Gaze-driven efficient vlms,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.497438Z

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Observation ea0c5c9b-871a-45d3-924c-b67571e48b83 · outbound

This paper cites Saliency detection: A spectral residual approach,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Saliency detection: A spectral residual approach,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.485099Z

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Observation 2984d488-75ea-4a56-b6c8-3cfd71b74027 · outbound

This paper cites Saliency driven perceptual image compression,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Saliency driven perceptual image compression,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.473103Z

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Observation 46657777-0be2-4c24-a490-16df0595a874 · outbound

This paper cites Visual cropping improves zero-shot question answering of multimodal large language models,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Visual cropping improves zero-shot question answering of multimodal large language models,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.461376Z

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Observation 0661ec84-8aed-4a0c-9051-4f3a6796db86 · outbound

This paper cites Edge assisted real-time object detection for mobile augmented reality,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Edge assisted real-time object detection for mobile augmented reality,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.450028Z

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Observation 6d1ff298-076a-42f4-9024-d3724fdc2cd0 · outbound

This paper cites Glimpse: Continuous, real-time object recognition on mobile devices,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Glimpse: Continuous, real-time object recognition on mobile devices,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.438645Z

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Observation bb99a795-38e0-4c1d-834e-d84387269ab0 · outbound

This paper cites Making the V in VQA matter: Elevating the role of image understanding in Visual Question Answering,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Making the V in VQA matter: Elevating the role of image understanding in Visual Question Answering,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.426348Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a4b4c0c5-25ef-4e90-8c8c-a85746a2e407 · outbound

This paper cites MMBench: Is your multi- modal model an all-around player?,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems MMBench: Is your multi- modal model an all-around player?,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.414074Z

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Observation af7e46f8-ecda-49b8-af04-3f441fd59c3e · outbound

This paper cites MMMU: A massive multi-discipline multimodal understanding and reasoning benchmark for expert AGI,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems MMMU: A massive multi-discipline multimodal understanding and reasoning benchmark for expert AGI,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.401510Z

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Observation 2659ab9f-0bc5-4bfb-bbd5-c13dde02c5d8 · outbound

This paper cites MathVista: Evaluating mathematical reasoning of foundation models in visual contexts,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems MathVista: Evaluating mathematical reasoning of foundation models in visual contexts,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.389142Z

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Observation fab0333c-8dcf-4f0b-a835-2e2417777199 · outbound

This paper cites HoloAssist: An egocentric human interaction dataset for interactive AI assistants in the real world,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems HoloAssist: An egocentric human interaction dataset for interactive AI assistants in the real world,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.376588Z

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Observation 92215827-6b85-4a43-9454-1c9eaaba8522 · outbound

This paper cites WearVQA: A visual question answering benchmark for wearables in egocentric authentic real-world scenarios,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems WearVQA: A visual question answering benchmark for wearables in egocentric authentic real-world scenarios,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.364074Z

Source-reported events for the cited work

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Observation ea3fede4-c24d-4cf7-a57f-7641895da963 · outbound

This paper cites SUPERGLASSES: Benchmarking Vision Language Models as Intelligent Agents for AI Smart Glasses.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems SUPERGLASSES: Benchmarking Vision Language Models as Intelligent Agents for AI Smart Glasses

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T00:50:19.232005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9510abb9-44a5-4dd3-aab4-f6334dcd9568 · outbound

This paper cites CRAG-MM: Multi-modal multi-turn comprehen- sive RAG benchmark,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems CRAG-MM: Multi-modal multi-turn comprehen- sive RAG benchmark,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-12T00:50:19.238653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d117e68e-2597-4511-8a8f-cd4b438c1b90 · outbound

This paper cites OK-VQA: A visual question answering benchmark requiring external knowledge,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems OK-VQA: A visual question answering benchmark requiring external knowledge,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.351783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a41e1861-e52a-4ab1-ba2f-2da8df2db08a · outbound

This paper cites MISAR: A multimodal instructional system with augmented reality,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems MISAR: A multimodal instructional system with augmented reality,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.339738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e10d0e33-8929-4845-b0c5-9b401e07c111 · outbound

This paper cites Guided Reality: Generating visually-enriched AR task guidance with LLMs and vision models,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Guided Reality: Generating visually-enriched AR task guidance with LLMs and vision models,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.328278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 54592885-ffbf-410c-9493-1fea13cc1cd7 · outbound

This paper cites EmBARDiment: an Embodied AI Agent for Productivity in XR.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems EmBARDiment: an Embodied AI Agent for Productivity in XR

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-12T00:50:19.254659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef168b0b-05ee-4c8c-acfc-835114242bdf · outbound

This paper cites GazePointAR: A context-aware multimodal voice assistant for pronoun disambiguation in wearable augmented reality,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems GazePointAR: A context-aware multimodal voice assistant for pronoun disambiguation in wearable augmented reality,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.315950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 743d7ba5-8ffe-416b-9a38-98f7ed88fb16 · outbound

This paper cites Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:50:19.701778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 01dd9cdc-092c-4bb0-bc95-48c813e8338f · outbound

This paper cites Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:50:19.676748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6676f53c-2d73-4ea9-8c37-0990526deebc · outbound

This paper cites Exploring the use of VLMs for navigation assistance for people with blindness and low vision,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Exploring the use of VLMs for navigation assistance for people with blindness and low vision,

Reference 62

Resolution: verified exact; raw_fallback, observed 2026-08-12T00:50:19.657100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ed1391d9-df16-421e-b77a-79a1b2965b96 · outbound

This paper cites BLaVe-CoT: Consistency-Aware Visual Question Answering for Blind and Low Vision Users.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems BLaVe-CoT: Consistency-Aware Visual Question Answering for Blind and Low Vision Users

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:50:19.569534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 22753e43-642f-43cd-833a-286ca03f7fa5 · outbound

This paper cites Objective assessment of the webp image coding algorithm,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Objective assessment of the webp image coding algorithm,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.304358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 01bace46-f84d-4361-85c5-794780a21227 · outbound

This paper cites Vision - claude api docs,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Vision - claude api docs,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.292984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fa6fb7df-483a-4d21-956c-805c2a386197 · outbound

This paper cites Image understanding — gemini api,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Image understanding — gemini api,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.281030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 41af0a65-9a0f-4dd8-8072-cab64b6cb2a6 · outbound

This paper cites Image interpolation and resam- pling,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Image interpolation and resam- pling,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.268208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f99b59f9-f810-4d14-8e34-e9a36a3fd0cd · outbound

This paper cites Colorbench: Can vlms see and understand the colorful world? a comprehensive benchmark for color perception, reasoning, and robustness,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Colorbench: Can vlms see and understand the colorful world? a comprehensive benchmark for color perception, reasoning, and robustness,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.256188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6c8b19a3-96f7-42bb-86d6-9061eba41935 · outbound

This paper cites V oila-a: Aligning vision-language models with user's gaze attention,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems V oila-a: Aligning vision-language models with user's gaze attention,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.242817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f87e2bc5-b3fd-4be5-8c95-6ba2989c591d · outbound

This paper cites EgoVQA—an egocentric video question answering benchmark dataset,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems EgoVQA—an egocentric video question answering benchmark dataset,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.228121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9bf1c15d-5ff4-405f-8e17-d64dfc0701e2 · outbound

This paper cites Neural machine translation of rare words with subword units,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Neural machine translation of rare words with subword units,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.216201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2fd64ec6-85d1-4967-b5d8-38c431fa085d · outbound

This paper cites What are tokens and how to count them?.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems What are tokens and how to count them?

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.204919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5da132dd-8582-4cbc-8c93-f29ca696bc7f · outbound

This paper cites Saliency based image crop- ping,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Saliency based image crop- ping,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.192706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2794bdd8-29c7-47b4-a08d-47226a09f943 · outbound

This paper cites Benchmarking deep learning models for object detection on edge computing devices,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Benchmarking deep learning models for object detection on edge computing devices,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.179180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 89aca3b1-210a-4f3c-a678-ffd30360e0e6 · outbound

This paper cites Region-of-interest extraction method to increase object-detection performance in remote monitoring system,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Region-of-interest extraction method to increase object-detection performance in remote monitoring system,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.166519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d50df610-97c5-461a-ad07-33e8fbcfb191 · outbound

This paper cites Improving automatic VQA evaluation using large language models,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Improving automatic VQA evaluation using large language models,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.154479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 33234788-e51a-4184-b466-9825241e5b41 · outbound

This paper cites Mind the uncertainty in human disagreement: Evaluating discrepancies between model predictions and human responses in vqa,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Mind the uncertainty in human disagreement: Evaluating discrepancies between model predictions and human responses in vqa,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.142051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0f4ff4da-137d-44ba-8cf0-faab0953198f · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.128003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation afd1f3e0-03c3-4560-98cf-b74131d5675a · outbound

This paper cites G-Eval: NLG evaluation using GPT-4 with better human alignment,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems G-Eval: NLG evaluation using GPT-4 with better human alignment,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.113194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 57d015c5-2614-4081-8fbc-ef1c06409793 · outbound

This paper cites Chatar: Conversation support using large language model and augmented reality,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Chatar: Conversation support using large language model and augmented reality,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.099459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0db091eb-cd22-4e25-9b2a-5515d36fb4b3 · outbound

This paper cites Next-generation networking and edge computing for mixed reality real-time interactive systems,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Next-generation networking and edge computing for mixed reality real-time interactive systems,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.086379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 43a2847e-f2a4-4cdc-866c-3ed4e713706d · outbound

This paper cites An egocentric vision-language model based portable real-time smart assistant,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems An egocentric vision-language model based portable real-time smart assistant,

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.071213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4cbd87af-581d-45c3-a2de-fb96d7c5dbfa · outbound

This paper cites Teaching LLMs to see and guide: Context-aware real-time assistance in augmented reality,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Teaching LLMs to see and guide: Context-aware real-time assistance in augmented reality,

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-12T00:50:19.364187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3999f9fc-18db-49bc-85a5-767882c1d7fb · outbound

This paper cites Gartner predicts 80% of enterprise software and applications will be multimodal by 2030, up from less than 10% in 2024,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Gartner predicts 80% of enterprise software and applications will be multimodal by 2030, up from less than 10% in 2024,

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.057437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9ad2d767-1a29-49bb-8fc9-b5b4f177566a · outbound

This paper cites Deep learning-based object detection in augmented reality: A systematic review,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Deep learning-based object detection in augmented reality: A systematic review,

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-12T00:50:19.372822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c695f9-5789-4416-885c-8d6bf76902b8 · outbound

This paper cites Realtime API with WebRTC,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Realtime API with WebRTC,

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.036424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2437408b-3e1a-4cee-9a4e-18cefaaabc6c · outbound

This paper cites Realtime API with WebSocket,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Realtime API with WebSocket,

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.022217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0b4103ae-d36f-4f62-b6d0-c6c63b65fa68 · outbound

This paper cites Bench- marking the effects of operating system interference on extreme-scale parallel machines,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Bench- marking the effects of operating system interference on extreme-scale parallel machines,

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:20.006413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1f047041-fa3f-4727-9554-0090e9e3532e · outbound

This paper cites Understanding the causes of performance variability in HPC workloads,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Understanding the causes of performance variability in HPC workloads,

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:19.990984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 129c06b6-3e73-46a7-b6b0-c9eac695ac01 · outbound

This paper cites Overhead Measurement Noise in Different Runtime Environments.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Overhead Measurement Noise in Different Runtime Environments

Reference 90

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:50:19.466260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b5e9adb5-74f6-44ab-8670-c8f301c10ab1 · outbound

This paper cites Using microbenchmarks to evaluate system performance,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Using microbenchmarks to evaluate system performance,

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:19.976627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 308695cf-3a57-4dd8-945a-a254dd5502f4 · outbound

This paper cites Beyond inference: Performance analysis of DNN server overheads for computer vision,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Beyond inference: Performance analysis of DNN server overheads for computer vision,

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:19.962037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 199f6712-add6-4936-95dd-b41d3f3fd1a6 · outbound

This paper cites EdgeYOLO: An edge-real- time object detector,.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems EdgeYOLO: An edge-real- time object detector,

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:19.948887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 464bb5f5-a174-40fb-860b-14cfe70ae457 · outbound

This paper cites Images and vision — calculating image tokens.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Images and vision — calculating image tokens

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:19.935016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7d4d740a-2e86-46f3-b44f-b283bba3fcf4 · outbound

This paper cites Per-part media resolution (Gemini 3 only).

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Per-part media resolution (Gemini 3 only)

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:19.920442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 279c4101-1146-4c54-a220-213d08828304 · outbound

This paper cites Gemini 3 Flash — model documentation.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Gemini 3 Flash — model documentation

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:19.904265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6e963d5a-b3a1-4dab-97b1-0a1dc045532d · outbound

This paper cites Gemini 3 developer guide — generateContent API.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Gemini 3 developer guide — generateContent API

Reference 97

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T00:50:19.877165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b0674577-89e0-4df8-88f0-db6abe44eb2d · outbound

This paper cites Accessed: 2026-05-28.

How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems Accessed: 2026-05-28

Reference 2026

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:50:19.891144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers