SOTAVerified

Visual Question Answering

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Papers

Showing 17011710 of 2177 papers

TitleStatusHype
Breaking Neural Network Scaling Laws with Modularity0
Spatial Attention as an Interface for Image Captioning Models0
Spatial Knowledge Distillation to aid Visual Reasoning0
SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning0
SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities0
Advancing Surgical VQA with Scene Graph Knowledge0
Breaking Down Questions for Outside-Knowledge Visual Question Answering0
Breaking Down Questions for Outside-Knowledge VQA0
SplatTalk: 3D VQA with Gaussian Splatting0
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images0
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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