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OCR-related Understanding Tasks on SEED-Bench-2-Plus

76.5AccuracyQwen2.5-VL-7B AIF
39.89249.39658.968.404Feb 19, 2025Apr 30, 2025Jul 9, 2025Sep 18, 2025Nov 27, 2025Feb 5, 2026Apr 17, 2026

Evaluation results

MethodLinks
Qwen2.5-VL-7B AIFmethod=Adaptive Information Flow2026.0476.5
Qwen2.5-VL-72BModel Size=72B2025.0273
Qwen2.5-VL-72B2026.0473
MetisBackbone=Qwen3-VL-8B-Instruct2026.0472.5
Qwen2.5-VL-32B-InstructModel Category=Open-Source Models2026.0472.4
GPT-4o2025.0272
GPT-4o2026.0472
Claude-3.5 Sonnet2025.0271.7
Claude-3.5 Sonnet2026.0471.7
InternVL2.5-78BModel Size=78B2025.0271.3
Qwen3-VL-8B-InstructModel Category=Open-Source Models2026.0471
Gemini 1.5 Pro2025.0270.8
DeepEyesV2Model Category=Agentic Multimodal Models2026.0470.5
Qwen2.5-VL-7BModel Size=7B2025.0270.4
Qwen2.5-VL-7B-InstructModel Category=Open-Source Models2026.0470.4
Qwen2.5-VL-7B2026.0470.4
InternVL3-8BModel Category=Open-Source Models2026.0469.7
Qwen2.5-VL-3BModel Size=3B2025.0267.6
LLaVA-OneVisionModel Category=Open-Source Models2026.0465.4
LLaVA-1.5-7B AIFmethod=Adaptive Information Flow2026.0444.9
LLaVA-1.5-7B2026.0441.3