Paper Citation Record · LEDGER

InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 35 inbound Pith citation observations for arXiv:2403.15377.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2403.15377 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 35 of 35 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:02:29.351108Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T06:39:37.518508Z

Reference resolution

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verified exact0
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External citation measurements

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Outbound references

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Pith citing papers

Observation 0ea28090-2a9b-430f-a743-afc02aa2e0ea · inbound

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites cites this paper.

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 120

Resolution: verified exact; arxiv_id, observed 2026-05-12T20:58:59.244814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6482212f-2fea-4ee8-af46-15f76d04a960 · inbound

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation cites this paper.

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:40:00.050951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 67648cd9-4a98-42e9-9df2-3427496945b5 · inbound

LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding cites this paper.

LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-16T13:53:33.707536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation be600ca6-544c-4333-806e-450eb4add321 · inbound

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling cites this paper.

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 257

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:23:58.143903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9b3a2c62-41ad-4638-849f-bff192cadec6 · inbound

DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization cites this paper.

DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-23T07:02:41.738013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d4ddbc8d-88bb-4485-b83d-33783b4f2547 · inbound

MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models cites this paper.

MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-23T05:45:28.358964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e76c4e79-5a2b-4e07-83b2-a35350833ea4 · inbound

LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding cites this paper.

LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-23T06:02:37.554003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fe182bdf-a1eb-452c-ab36-07d2a8315a47 · inbound

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding cites this paper.

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:19:59.742495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b85f535a-1e35-4405-ac04-20df1c5043b4 · inbound

Temporal Object Captioning for Street Scene Videos from LiDAR Tracks cites this paper.

Temporal Object Captioning for Street Scene Videos from LiDAR Tracks InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:02:29.351108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbc88a1a-335d-41cc-9183-f0aab1822dcd · inbound

RTime-QA: A Benchmark for Atomic Temporal Event Understanding in Large Multi-modal Models cites this paper.

RTime-QA: A Benchmark for Atomic Temporal Event Understanding in Large Multi-modal Models InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:10.374002Z

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Observation 4f82f8a4-75f2-4b0b-bd9f-12cdf4e124f5 · inbound

HCQA-1.5 @ Ego4D EgoSchema Challenge 2025 cites this paper.

HCQA-1.5 @ Ego4D EgoSchema Challenge 2025 InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:52:47.260706Z

Source-reported events for the cited work

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Observation c51851bd-3b04-4f8f-9f48-14366c20f7cd · inbound

HuMoCon: Concept Discovery for Human Motion Understanding cites this paper.

HuMoCon: Concept Discovery for Human Motion Understanding InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T13:48:15.401308Z

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Observation 5c096c6d-ac30-465c-a225-b79619168202 · inbound

AV-Reasoner: Improving and Benchmarking Clue-Grounded Audio-Visual Counting for MLLMs cites this paper.

AV-Reasoner: Improving and Benchmarking Clue-Grounded Audio-Visual Counting for MLLMs InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:27:05.499105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c1518b-6a96-4e58-ad3a-81998148f13c · inbound

VideoMolmo: Spatio-Temporal Grounding Meets Pointing cites this paper.

VideoMolmo: Spatio-Temporal Grounding Meets Pointing InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T10:27:30.926631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a206936a-a89b-4446-b0ca-5da22eb7bbec · inbound

An Empirical study on LLM-based Log Retrieval for Software Engineering Metadata Management cites this paper.

An Empirical study on LLM-based Log Retrieval for Software Engineering Metadata Management InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:59.061572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30471e61-9c6b-4718-a4bb-197fbf6e0fd0 · inbound

DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification cites this paper.

DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:56.851307Z

Source-reported events for the cited work

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Observation 0c6c2b82-1304-4e98-8301-7975bacc3446 · inbound

EVA02-AT: Egocentric Video-Language Understanding with Spatial-Temporal Rotary Positional Embeddings and Symmetric Optimization cites this paper.

EVA02-AT: Egocentric Video-Language Understanding with Spatial-Temporal Rotary Positional Embeddings and Symmetric Optimization InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:26:00.161920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26244bf5-0094-4a2f-a175-3efb65d83ac2 · inbound

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? cites this paper.

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering? InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:05.964749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2293dc2-fba5-4555-8a7b-352c33d71e45 · inbound

LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs cites this paper.

LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:33.036457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e683b406-530d-4883-8e6f-29049fa30f24 · inbound

VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents cites this paper.

VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:10:15.130757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3f95cab1-e444-4ba3-b563-c49f4618a8e4 · inbound

Whom to Respond To? A Transformer-Based Model for Multi-Party Social Robot Interaction cites this paper.

Whom to Respond To? A Transformer-Based Model for Multi-Party Social Robot Interaction InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T17:24:58.979468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49664a06-07a5-49c3-a551-aeaea6f87f3f · inbound

HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly cites this paper.

HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T13:57:04.588143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63b3f5bf-aa89-4242-8139-ecca80d15c9e · inbound

AdsQA: Towards Advertisement Video Understanding cites this paper.

AdsQA: Towards Advertisement Video Understanding InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T20:20:36.886005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4d6e6dc-1985-459c-a7f7-9e3438c90669 · inbound

StreamingVLM: Real-Time Understanding for Infinite Video Streams cites this paper.

StreamingVLM: Real-Time Understanding for Infinite Video Streams InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-17T11:51:33.436812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b4991dee-1341-458f-860d-3b3bdb084ac4 · inbound

Progressive Video Condensation with MLLM Agent for Long-form Video Understanding cites this paper.

Progressive Video Condensation with MLLM Agent for Long-form Video Understanding InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:43:14.848489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9d8ecc9e-0f2c-4a83-b438-04eb4b7f16cc · inbound

VideoNet: A Large-Scale Dataset for Domain-Specific Action Recognition cites this paper.

VideoNet: A Large-Scale Dataset for Domain-Specific Action Recognition InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:20:41.219911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c27af26f-fadf-4167-a8b4-78c00b2f34a4 · inbound

AdaFocus: Adaptive Relevance-Diversity Sampling with Zero-Cache Look-back for Efficient Long Video Understanding cites this paper.

AdaFocus: Adaptive Relevance-Diversity Sampling with Zero-Cache Look-back for Efficient Long Video Understanding InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T19:47:53.818862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3d550601-08e8-4fef-bd0a-d450e29c01e8 · inbound

When Vision Speaks for Sound cites this paper.

When Vision Speaks for Sound InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:13:46.852107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 825cb563-f5c1-4de2-8225-143668a3cd13 · inbound

GIRL-DETR: Gradient-Isolated Reinforcement Learning for Video Moment Retrieval cites this paper.

GIRL-DETR: Gradient-Isolated Reinforcement Learning for Video Moment Retrieval InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:12:34.375723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d949fff9-4f47-4bd9-9828-14cf0d8d1e52 · inbound

VidMsg: A Benchmark for Implicit Message Inference in Short Videos cites this paper.

VidMsg: A Benchmark for Implicit Message Inference in Short Videos InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:56:30.063976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d76c4a66-6383-49dc-b854-8df5bd1deb6e · inbound

GRAMformer: Any-Order Modality Interactions via Volumetric Multimodal Cross-Attention cites this paper.

GRAMformer: Any-Order Modality Interactions via Volumetric Multimodal Cross-Attention InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:06:56.379175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f705bd2b-15de-4e9e-a1c3-f31dd6f8147c · inbound

HPP: Hierarchical Programmatic Probing for Long Video Understanding by Decoupling Perception and Reasoning cites this paper.

HPP: Hierarchical Programmatic Probing for Long Video Understanding by Decoupling Perception and Reasoning InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 91

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:39:37.519902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 32b0cf74-2c11-4ecd-993b-6de5dc48818f · inbound

HAT-4D: Lifting Monocular Video for 4D Multi-Object Interactions via Human-Agent Collaboration cites this paper.

HAT-4D: Lifting Monocular Video for 4D Multi-Object Interactions via Human-Agent Collaboration InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-01T17:05:50.568899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f73a5272-7603-4603-9b33-02aa4aa36cda · inbound

MentalThink: Shaping Thoughts in Mental SVG World cites this paper.

MentalThink: Shaping Thoughts in Mental SVG World InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 141

Resolution: unresolved; no resolver link, observed 2026-07-12T01:50:59.184754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5be6167-3f15-4bf3-8fd8-5b7bbee536d4 · inbound

Reinforcement Learning: From Algorithms To Foundation Models cites this paper.

Reinforcement Learning: From Algorithms To Foundation Models InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-01T17:45:04.287534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.