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Visual Question Answering

MLLM Leaderboard

Papers

Showing 13111320 of 2177 papers

TitleStatusHype
Neural Memory Plasticity for Anomaly Detection0
AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability0
Neural Self Talk: Image Understanding via Continuous Questioning and Answering0
VISREAS: Complex Visual Reasoning with Unanswerable Questions0
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA0
Neuro-Symbolic Spatio-Temporal Reasoning0
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"0
Neuro-Symbolic VQA: A review from the perspective of AGI desiderata0
NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training0
New Ideas and Trends in Deep Multimodal Content Understanding: A Review0
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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