Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:40:47.324806Z
Paper Citation Record · LEDGER
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
As of 10 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 2 inbound Pith citation observations for arXiv:2505.23922.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-14T22:05:07.326202Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-14T22:08:04.286737Z
Reference resolution
38 of 38 outbound references displayed
- verified exact1
- verified fuzzy3
- unresolved33
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b71eb6e3-1d48-453b-80f9-2d8b3b01e1c0 · outbound
This paper cites Qwen2.5-VL Technical Report.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Qwen2.5-VL Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:43.662910Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 682d56f4-7066-4455-b7e2-e3b4f148272c · outbound
This paper cites Chandrasegaran, A.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Chandrasegaran, A
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:40:50.470397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 25d24c42-a878-4a4f-a6eb-056edf6a179e · outbound
This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:43.917741Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28fc4a54-d057-4084-b47e-3b63eb7dbdff · outbound
This paper cites an unresolved cited work.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:40:50.323261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 480c7562-1d43-4583-a763-24ae623d6714 · outbound
This paper cites DeepMind.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding DeepMind
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:40:50.166115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8ad5a41a-2573-4dd1-af4a-aafeba535142 · outbound
This paper cites Doubao 1.5 pro, 2025.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Doubao 1.5 pro, 2025
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:40:49.972577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 88063761-34f5-4ab5-99e3-3dde934e0a84 · outbound
This paper cites an unresolved cited work.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:40:49.762946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5392d8dd-7c20-4b75-b402-f2267f201a07 · outbound
This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:44.409794Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cc616f9-4037-4362-bdce-c9897d81045c · outbound
This paper cites MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:44.530844Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6ef9a37-2ca8-45b5-9f62-31b1ad98f46e · outbound
This paper cites Otter: A Multi-Modal Model with In-Context Instruction Tuning.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Otter: A Multi-Modal Model with In-Context Instruction Tuning
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:44.609839Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f2aa3f8-f99c-4ae7-b191-a46e1b3bc57b · outbound
This paper cites an unresolved cited work.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:40:49.608571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b38eac44-3252-46f8-9521-79bcaa3502cc · outbound
This paper cites an unresolved cited work.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:40:49.453066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6f5a593c-f7dc-4764-85f5-da4346e18514 · outbound
This paper cites VideoVista: A Versatile Benchmark for Video Understanding and Reasoning.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding VideoVista: A Versatile Benchmark for Video Understanding and Reasoning
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:44.943565Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8200610f-ffde-49ed-9473-22cc28cb3372 · outbound
This paper cites an unresolved cited work.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:40:49.244299Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 39f4d80e-f723-41c7-b215-a26c00515798 · outbound
This paper cites an unresolved cited work.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:40:49.089735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a3eb682c-f034-47ce-92d5-f53219be48f5 · outbound
This paper cites an unresolved cited work.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:40:48.872389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6091c6ff-b78b-479d-ad4b-24aee1a96c6d · outbound
This paper cites Visual Instruction Tuning.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Visual Instruction Tuning
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:45.339709Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c26723eb-e2b1-4f10-8436-71652711cd66 · outbound
This paper cites IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:45.454890Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c586b8cd-c0c5-4e73-8af8-033fda347a11 · outbound
This paper cites Mangalam, R.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Mangalam, R
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:45.527933Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1ae3d67-2822-4574-8b7f-1ab190ac2046 · outbound
This paper cites Gpt-4o, 2024.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Gpt-4o, 2024
Reference 20
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-07T12:40:48.601869Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b2beb961-e52e-4d7a-b0c9-53ffdea1b977 · outbound
This paper cites CinePile: A Long Video Question Answering Dataset and Benchmark.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding CinePile: A Long Video Question Answering Dataset and Benchmark
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:45.721408Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e64fc14-c5b2-4a83-87f8-e1a9ac9ca6d3 · outbound
This paper cites an unresolved cited work.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:40:48.321293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 701044dd-99e8-4a15-9a2a-0502f07eb7c3 · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:45.892788Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edbc9e1d-c28f-4f74-b94e-bb6de5dd1ec2 · outbound
This paper cites Kimi-VL Technical Report.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Kimi-VL Technical Report
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:45.986582Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f14f1403-e947-4140-9265-c2c4a249b393 · outbound
This paper cites LVBench: An Extreme Long Video Understanding Benchmark.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding LVBench: An Extreme Long Video Understanding Benchmark
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:46.071081Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cd89460-8510-40d8-80c7-13b5adff7d22 · outbound
This paper cites Paxion: Patching Action Knowledge in Video-Language Foundation Models.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Paxion: Patching Action Knowledge in Video-Language Foundation Models
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:46.163790Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ee1a5e5-7b2c-498f-90ae-a196f9785ab4 · outbound
This paper cites STAR: A Benchmark for Situated Reasoning in Real-World Videos.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding STAR: A Benchmark for Situated Reasoning in Real-World Videos
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:46.242481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2bdbbba-6147-4a80-b3e4-0fcdc8e64677 · outbound
This paper cites LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:46.344645Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb6b502e-3114-4cbc-a0f6-61b4979945a2 · outbound
This paper cites an unresolved cited work.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:46.432941Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e49b836-8fa0-4952-b710-181d1be72000 · outbound
This paper cites mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:46.514841Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b536e117-562f-402c-b04e-e5d6419eef9a · outbound
This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:46.590863Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2136ca96-d3e7-47b8-a3bb-a1d841930026 · outbound
This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:46.656155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec5f4923-2264-490d-828d-3ffec31585c1 · outbound
This paper cites LvBench: A Benchmark for Long-form Video Understanding with Versatile Multi-modal Question Answering.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding LvBench: A Benchmark for Long-form Video Understanding with Versatile Multi-modal Question Answering
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:46.777607Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6df2d43-09d9-4618-97e4-0c342718411e · outbound
This paper cites Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:46.869024Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 540e02ff-9660-4c5e-84af-462ad7b9eb2c · outbound
This paper cites LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:46.965574Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d4370c3-ae89-4f96-8f7a-f774b3ba986c · outbound
This paper cites MLVU: Benchmarking Multi-task Long Video Understanding.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding MLVU: Benchmarking Multi-task Long Video Understanding
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:47.090823Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c83732d-0799-4372-a423-e1939376ee40 · outbound
This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:40:47.180213Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ceccd74c-0d78-4a0a-b4b0-e2360e424580 · outbound
This paper cites HLV-1K: A Large-scale Hour-Long Video Benchmark for Time-Specific Long Video Understanding.
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding HLV-1K: A Large-scale Hour-Long Video Benchmark for Time-Specific Long Video Understanding
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T12:40:47.648879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
Observation 9337d054-7d63-4276-b9e7-359e2604d5e6 · inbound
Seeing the Scene Matters: Revealing Forgetting in Video Understanding Models with a Scene-Aware Long-Video Benchmark cites this paper.
Seeing the Scene Matters: Revealing Forgetting in Video Understanding Models with a Scene-Aware Long-Video Benchmark ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T22:08:04.290536Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2c925b8d-354c-42b9-9c6c-f07824e1caf9 · inbound
SiMing-Bench: Evaluating Procedural Correctness from Continuous Interactions in Clinical Skill Videos cites this paper.
SiMing-Bench: Evaluating Procedural Correctness from Continuous Interactions in Clinical Skill Videos ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:30:58.542836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.