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Showing 771–780 of 2177 papers

Title	Date	Tasks	Status	Hype
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning	Apr 1, 2024	Image CaptioningInstruction Following	CodeCode Available	0
Evaluating Text-to-Visual Generation with Image-to-Text Generation	Apr 1, 2024	Image to textQuestion Answering	CodeCode Available	3
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes	Apr 1, 2024	Causal DiscoveryCausal Discovery in Video Reasoning	CodeCode Available	1
M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models	Mar 31, 2024	Image-text RetrievalLanguage Modeling	CodeCode Available	3
Design as Desired: Utilizing Visual Question Answering for Multimodal Pre-training	Mar 30, 2024	Contrastive LearningQuestion Answering	CodeCode Available	0
Uncovering Bias in Large Vision-Language Models with Counterfactuals	Mar 29, 2024	counterfactualQuestion Answering	—Unverified	0
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis	Mar 29, 2024	HallucinationImage Captioning	CodeCode Available	2
Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models	Mar 29, 2024	Question AnsweringVisual Question Answering	CodeCode Available	2
Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous Driving	Mar 28, 2024	Autonomous DrivingLanguage Modeling	CodeCode Available	2
JDocQA: Japanese Document Question Answering Dataset for Generative Language Models	Mar 28, 2024	HallucinationQuestion Answering	CodeCode Available	1

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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