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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1211–1220 of 2177 papers

Title	Date	Tasks	Status	Hype
SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering	Apr 4, 2023	counterfactualMetric Learning	—Unverified	0
Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder	Apr 4, 2023	ClassificationDecoder	—Unverified	0
Instance-Level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space	Apr 2, 2023	Question AnsweringVisual Question Answering	—Unverified	0
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision	Mar 30, 2023	DecoderMulti-Task Learning	—Unverified	0
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks	Mar 29, 2023	Cross-Modal RetrievalDecoder	CodeCode Available	0
Curriculum Learning for Compositional Visual Reasoning	Mar 27, 2023	Question AnsweringVisual Question Answering	—Unverified	0
Integrating Image Features with Convolutional Sequence-to-sequence Network for Multilingual Visual Question Answering	Mar 22, 2023	Question AnsweringVisual Question Answering	CodeCode Available	0
TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering	Mar 21, 2023	4kImage Generation	CodeCode Available	1
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action	Mar 20, 2023	Multimodal ReasoningVisual Question Answering	CodeCode Available	2
3D Concept Learning and Reasoning from Multi-View Images	Mar 20, 2023	Question AnsweringVisual Question Answering	—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