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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 501–510 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
MemeCap: A Dataset for Captioning and Interpreting Memes	May 23, 2023	Image CaptioningMeme Captioning	CodeCode Available	1	5
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features	Jan 14, 2020	ClassificationDiversity	CodeCode Available	1	5
Dual-Key Multimodal Backdoors for Visual Question Answering	Dec 14, 2021	Question AnsweringVisual Question Answering	CodeCode Available	1	5
Location-Free Scene Graph Generation	Mar 20, 2023	Graph GenerationImage Retrieval	CodeCode Available	1	5
Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning	Dec 1, 2022	Domain GeneralizationQuestion Answering	CodeCode Available	1	5
SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery	Apr 19, 2023	Question AnsweringScene Segmentation	CodeCode Available	1	5
Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs?	Jan 5, 2025	Image CaptioningImage to text	CodeCode Available	1	5
AI2-THOR: An Interactive 3D Environment for Visual AI	Dec 14, 2017	Deep Reinforcement LearningImitation Learning	CodeCode Available	1	5
Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models	Mar 25, 2025	BenchmarkingImage Captioning	CodeCode Available	1	5
MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering	Oct 27, 2020	DiagnosticQuestion Answering	CodeCode Available	1	5

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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