SOTAVerified

Visual Question Answering

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Papers

Showing 11111120 of 2177 papers

TitleStatusHype
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model0
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling0
Expanding Frozen Vision-Language Models without Retraining: Towards Improved Robot Perception0
Everything is a Video: Unifying Modalities through Next-Frame Prediction0
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE0
Evaluation and Enhancement of Semantic Grounding in Large Vision-Language Models0
Measuring CLEVRness: Black-box Testing of Visual Reasoning Models0
Measuring CLEVRness: Blackbox testing of Visual Reasoning Models0
VILA^2: VILA Augmented VILA0
Measuring Machine Intelligence Through Visual Question Answering0
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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