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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1031–1040 of 2177 papers

Title	Date	Tasks	Status	Hype
From CLIP to DINO: Visual Encoders Shout in Multi-modal Large Language Models	Oct 13, 2023	HallucinationImage Captioning	CodeCode Available	2
Exploring Sparse Spatial Relation in Graph Inference for Text-Based VQA	Oct 13, 2023	Graph LearningObject	—Unverified	0
Open-Set Knowledge-Based Visual Question Answering with Inference Paths	Oct 12, 2023	Knowledge GraphsMulti-class Classification	CodeCode Available	0
Ziya-Visual: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning	Oct 12, 2023	Image CaptioningImage-text Retrieval	—Unverified	0
Jaeger: A Concatenation-Based Multi-Transformer VQA Model	Oct 11, 2023	Dimensionality Reductionmodel	—Unverified	0
Improving mitosis detection on histopathology images using large vision-language models	Oct 11, 2023	Domain GeneralizationImage Captioning	—Unverified	0
Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded Dialog	Oct 11, 2023	Question AnsweringResponse Generation	CodeCode Available	0
Solution for SMART-101 Challenge of ICCV Multi-modal Algorithmic Reasoning Task 2023	Oct 10, 2023	Decoderobject-detection	—Unverified	0
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models	Oct 9, 2023	HallucinationObject	—Unverified	0
Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models	Oct 9, 2023	Language ModellingQuestion 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