SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 4150 of 2177 papers

TitleStatusHype
Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language ModelsCode4
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional TokenizationCode4
GPT-4V(ision) is a Generalist Web Agent, if GroundedCode4
VILA: On Pre-training for Visual Language ModelsCode4
Video-LLaVA: Learning United Visual Representation by Alignment Before ProjectionCode4
SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language ModelsCode4
OtterHD: A High-Resolution Multi-modality ModelCode4
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality CollaborationCode4
OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language ModelsCode4
MIMIC-IT: Multi-Modal In-Context Instruction TuningCode4
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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