SOTAVerified

Visual Question Answering

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Papers

Showing 841850 of 2177 papers

TitleStatusHype
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis0
Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQACode1
VISREAS: Complex Visual Reasoning with Unanswerable Questions0
Multimodal Transformer With a Low-Computational-Cost Guarantee0
CommVQA: Situating Visual Question Answering in Communicative ContextsCode0
Uncertainty-Aware Evaluation for Vision-Language ModelsCode1
Visual Hallucinations of Multi-modal Large Language ModelsCode1
TinyLLaVA: A Framework of Small-scale Large Multimodal ModelsCode4
Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge AlignmentCode1
Exploring the Frontier of Vision-Language Models: A Survey of Current Methodologies and Future Directions0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24Unverified
2Qwen2-VL-72BGPT-4 score74Unverified
3InternVL2.5-78BGPT-4 score72.3Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2Unverified
5Lyra-ProGPT-4 score71.4Unverified
6GLM-4V-PlusGPT-4 score71.1Unverified
7Phantom-7BGPT-4 score70.8Unverified
8InternVL2.5-38BGPT-4 score68.8Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6Unverified
10Baichuan-Omni (7B)GPT-4 score65.4Unverified