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Showing 781–790 of 2177 papers

Title	Date	Tasks	Status	Hype
Beyond Embeddings: The Promise of Visual Table in Visual Reasoning	Mar 27, 2024	Representation LearningVisual Question Answering	CodeCode Available	1
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models	Mar 27, 2024	Image ClassificationImage Comprehension	CodeCode Available	7
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective	Mar 27, 2024	Question AnsweringVisual Question Answering	CodeCode Available	1
Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering	Mar 26, 2024	Decision MakingExplainable artificial intelligence	CodeCode Available	0
Visual Hallucination: Definition, Quantification, and Prescriptive Remediations	Mar 26, 2024	HallucinationImage Captioning	—Unverified	0
A Gaze-grounded Visual Question Answering Dataset for Clarifying Ambiguous Japanese Questions	Mar 26, 2024	Gaze Target EstimationQuestion Answering	—Unverified	0
PropTest: Automatic Property Testing for Improved Visual Programming	Mar 25, 2024	Question AnsweringReferring Expression	—Unverified	0
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA	Mar 25, 2024	Chart Question AnsweringData Augmentation	—Unverified	0
IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models	Mar 23, 2024	Common Sense ReasoningIn-Context Learning	CodeCode Available	1
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery	Mar 22, 2024	Language ModelingLanguage Modelling	—Unverified	0

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All datasets MM-Vet ViP-Bench VQA v2 test-dev BenchLMM MMBench V*bench VQA v2 val MSRVTT-QA VQA v2 test-std MMHal-Bench MSVD-QA PlotQA-D1

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MMCTAgent (GPT-4 + GPT-4V)	GPT-4 score	74.24	—	Unverified
2	Qwen2-VL-72B	GPT-4 score	74	—	Unverified
3	InternVL2.5-78B	GPT-4 score	72.3	—	Unverified
4	GPT-4o +text rationale +IoT	GPT-4 score	72.2	—	Unverified
5	Lyra-Pro	GPT-4 score	71.4	—	Unverified
6	GLM-4V-Plus	GPT-4 score	71.1	—	Unverified
7	Phantom-7B	GPT-4 score	70.8	—	Unverified
8	InternVL2.5-38B	GPT-4 score	68.8	—	Unverified
9	InternVL2-26B (SGP, token ratio 64%)	GPT-4 score	65.6	—	Unverified
10	Baichuan-Omni (7B)	GPT-4 score	65.4	—	Unverified