Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences | Paper Citation Record

Observation 15a94576-7f61-4d0f-91d7-903b3272f68c · outbound

This paper cites Fairness and Bias in Multimodal AI: A Survey.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Fairness and Bias in Multimodal AI: A Survey

Reference 1

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 2

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 3

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 4

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This paper cites Beyond Single-Point Judgment: Distribution Alignment for LLM-as-a-Judge.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Beyond Single-Point Judgment: Distribution Alignment for LLM-as-a-Judge

Reference 5

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 6

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.350501Z

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Observation c56eb458-a81a-409f-83fa-fe987aabca6f · outbound

This paper cites From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models

Reference 8

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 9

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Observation 60dee190-63ca-409d-ac93-ed8fba7883a3 · outbound

This paper cites More is Less? A Simulation-Based Approach to Dynamic Interactions between Biases in Multimodal Models.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences More is Less? A Simulation-Based Approach to Dynamic Interactions between Biases in Multimodal Models

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-12T14:37:31.049589Z

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Observation be345ac0-b223-4796-9a17-caced1fb8bfc · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 11

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Observation 1a78d607-baf1-4157-8364-e852b1f20b09 · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 12

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Observation 8559cebd-0298-4820-8d72-958fc607619f · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 13

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Observation eecc509e-2b04-4556-b534-17b15cd47754 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 14

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Observation 050c3131-3fa6-4ab8-9961-9cdc6bce849f · outbound

This paper cites Gemma 4 Technical Report.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Gemma 4 Technical Report

Reference 15

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This paper cites Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline

Reference 16

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Observation 2887ca41-f4ab-4660-87ca-5aabfb5aaa85 · outbound

This paper cites When Attention Sink Emerges in Language Models: An Empirical View.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences When Attention Sink Emerges in Language Models: An Empirical View

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:29.967549Z

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 18

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Observation 08816ba5-d999-40e4-9843-18658f038b5c · outbound

This paper cites MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:29.972977Z

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This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences LoRA: Low-Rank Adaptation of Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:29.975685Z

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 21

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Observation efed6e94-41bb-432a-b7d6-2927cea06f9f · outbound

This paper cites A Survey on Evaluation of Multimodal Large Language Models.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences A Survey on Evaluation of Multimodal Large Language Models

Reference 22

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.317331Z

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Observation 1da6fa55-e199-4315-bca4-441b53cb403b · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.309382Z

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Observation e83aa8d7-bc28-4f4a-8209-d92947437645 · outbound

This paper cites Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-12T14:37:30.920982Z

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Observation f0272136-5a3e-439e-a445-445b1ec3c2fe · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.301853Z

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This paper cites Generating Images with Multimodal Language Models.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Generating Images with Multimodal Language Models

Reference 27

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Observation 787fdb11-5cb9-467b-88d8-3023841ab9a1 · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.294480Z

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Observation b157adeb-6ac4-40d5-9648-82e31e5fcf0d · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences LLaVA-OneVision: Easy Visual Task Transfer

Reference 29

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 30

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 31

Resolution: verified exact; raw_fallback, observed 2026-08-12T14:37:30.887449Z

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Observation 85eb176c-fda3-45a9-af87-e0dd9a51f49b · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 32

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 33

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Observation f7161478-228d-44c0-9df9-25b869c08007 · outbound

This paper cites Evaluating Text-to-Visual Generation with Image-to-Text Generation.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Evaluating Text-to-Visual Generation with Image-to-Text Generation

Reference 34

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.275303Z

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Observation 50118aef-8955-4c98-ad11-13c88b9327ca · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Lost in the Middle: How Language Models Use Long Contexts

Reference 36

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This paper cites One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:30.027425Z

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.266877Z

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Observation 14862891-bdb8-49a0-8aa2-22642a15005d · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 39

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Observation 93fb2159-3174-48b4-a1a8-0fdc4259a034 · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.255468Z

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Observation eda5448b-f9b0-4596-84fa-8d1c84f26486 · outbound

This paper cites Artifacts and Attention Sinks: Structured Approximations for Efficient Vision Transformers.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Artifacts and Attention Sinks: Structured Approximations for Efficient Vision Transformers

Reference 41

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This paper cites Generating Illustrated Instructions.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Generating Illustrated Instructions

Reference 42

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences 2023.GPT-4V(ision) System Card

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:37:31.248270Z

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Observation a06cba91-913e-484f-aa82-bc11a3612ad7 · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 44

Resolution: verified exact; raw_fallback, observed 2026-08-12T14:37:30.717930Z

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Observation 18ee9777-6278-4a6d-9f95-a1a5c4888df8 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 45

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Observation bdcbcb62-e23e-4b46-88d0-e61aca10e28e · outbound

This paper cites VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning

Reference 46

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 47

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 48

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 49

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Observation c938a4ad-2430-4903-857f-2870da2b05b1 · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.229497Z

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Observation 297a87cd-e4a6-4ff1-8c96-193d4cc50632 · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 51

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Observation 44f82c4f-baed-489b-b7a9-df63fdcc7ac1 · outbound

This paper cites Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities

Reference 52

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Observation 4f167e9c-6e27-49c5-8572-87f15f06573c · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.222687Z

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Observation 691d94cd-d33e-4e8e-9cd9-dcf2cf91dc57 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.215853Z

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Observation a885a0ea-398e-4655-8987-0fa95618c118 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 55

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Observation 05fb0432-c558-4c66-920c-f2473765754e · outbound

This paper cites Rethinking Bradley-Terry Models in Preference-Based Reward Modeling: Foundations, Theory, and Alternatives.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Rethinking Bradley-Terry Models in Preference-Based Reward Modeling: Foundations, Theory, and Alternatives

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:30.075790Z

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Observation 1e3b4393-d7a7-4094-ae85-c21fda288eb9 · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:37:31.208307Z

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Observation 4e950cb1-3b7f-4c49-bf84-eaeeed894955 · outbound

This paper cites COIN: A Large-scale Dataset for Comprehensive Instructional Video Analysis.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences COIN: A Large-scale Dataset for Comprehensive Instructional Video Analysis

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-08-12T14:37:30.604601Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9d010423-88ab-4050-b150-74a5e8a51502 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

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Observation 66a4143a-49a2-4614-a88f-110e36cc8fe9 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 60

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Unavailable: canonical work link unavailable.

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Eliminating Position Bias of Language Models: A Mechanistic Approach

Reference 61

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Observation 4890d68d-e73b-4a63-a3d9-d61127c6c28d · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences On the Emergence of Position Bias in Transformers

Reference 62

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Unavailable: canonical work link unavailable.

Observation 19b33997-5c93-4850-a38b-0c6848670a73 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 63

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Observation 2d9d5c30-9f5a-435f-8fa8-71f64d18d838 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 64

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9eab1e4-fe6c-4f14-bfbc-371d6081356c · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences LLaVA-Critic: Learning to Evaluate Multimodal Models

Reference 65

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Unavailable: canonical work link unavailable.

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Reference 66

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Observation 9e7e67b1-babd-40bf-a431-a57dfadf3a91 · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:30.107523Z

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Unavailable: canonical work link unavailable.

Observation f57f1f6d-0352-4830-9b97-7a3454bbd720 · outbound

This paper cites Aligning Multimodal LLM with Human Preference: A Survey.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Aligning Multimodal LLM with Human Preference: A Survey

Reference 68

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Unavailable: canonical work link unavailable.

Observation 225973e3-99ce-490d-bfa7-bbe563a68028 · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:30.113159Z

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Unavailable: canonical work link unavailable.

Observation 0763153f-b88d-489d-b245-84b8592e3c73 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 70

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a51173c5-8ba5-48be-bc4c-5c8e7e510a17 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 71

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Unavailable: canonical work link unavailable.

Observation 4faf268e-5a5a-4edf-827a-9e8a91e2c9a6 · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:30.126719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83840385-af5c-4d1f-b6cc-0178a715ca05 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 73

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cb1cd80-b62f-4ae1-b63e-4241ff7a36ae · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:30.118843Z

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Unavailable: canonical work link unavailable.

Observation 61465f46-6830-4535-aa2d-eb1fe8215bbb · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Cross-task weakly supervised learning from instructional videos

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:30.136388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a201d1b1-94f9-4f3f-9548-5914847daa70 · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Large Language Models Are Not Robust Multiple Choice Selectors

Reference 76

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 197a7327-4af9-49a8-92ff-82c0172a644e · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:30.131763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c22874d-3026-4cfe-8200-59d438d229b5 · outbound

This paper cites StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:30.134100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ce4124-4b37-4b36-a2c8-eb342341854f · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 785

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:29.988773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 720c627c-8d2a-47d1-a26b-8195bf7ed7ce · outbound

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Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Generative Judge for Evaluating Alignment

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:30.009789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 824d033c-3068-4f3a-90f1-fc861b3dd895 · outbound

This paper cites Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T14:37:30.002552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers