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Visual Question Answering

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Papers

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Showing 631–640 of 2177 papers

TitleStatusHype
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs—0
GPT-4V Explorations: Mining Autonomous Driving—0
MR-MLLM: Mutual Reinforcement of Multimodal Comprehension and Vision Perception—0
Tri-VQA: Triangular Reasoning Medical Visual Question Answering for Multi-Attribute Analysis—0
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?—0
LIVE: Learnable In-Context Vector for Visual Question AnsweringCode1
Enhancing Cross-Prompt Transferability in Vision-Language Models through Contextual Injection of Target TokensCode0
Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQACode0
TroL: Traversal of Layers for Large Language and Vision ModelsCode2
VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image UnderstandingCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified