SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 110 of 2177 papers

TitleStatusHype
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and GenerationCode11
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any ResolutionCode11
SWIFT:A Scalable lightWeight Infrastructure for Fine-TuningCode11
RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessCode11
Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model ScalingCode11
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and GenerationCode11
DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal UnderstandingCode9
CogVLM2: Visual Language Models for Image and Video UnderstandingCode9
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language ModelsCode9
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative PretrainingCode7
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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