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Visual Question Answering on MMStar

91.9Accuracy

Qwen3.5

Updated 18d ago

Evaluation Results

Method	Links
Qwen3.5 2026.05		91.9
Gemini 3-Pro 2026.02		82.96
GPT-5 2026.02		82.1
SenseNova-U1 2026.05		80.92
Qwen3.5 2026.05		79.7
Qwen3-VL 32B 2026.01		79.4
SenseNova-U1 2026.05		78.27
Gemini 2.5-Pro 2026.02		77.5
Gemma4 2026.05		76.93
Qwen3-VL 2026.02		76.88
Gemini-2.5 Flash 2026.01		76.5
ERNIE 5.0 2026.02		75.54
Qwen3-VL 30B-A3B 2026.01		75.5
Qwen3VL 2026.05		75.5
Qwen3-VL 8B 2026.01		75.3
Qwen3VL 2026.05		75.3
MMFineReason-8B 2026.01		75.2
GPT5 mini 2026.01		74.1
HoneyBee 8B 2026.01		73.3
MMFineReason-4B 2026.01		72.8
Qwen3-VL-8B 2026.07		71.67
SwimBird 2026.02		71.2
Qwen2.5-VL-32B-Instruct 2026.02		70.3
MMR1 8B 2026.01		69.3
LongCat-Next 2026.05		69.3
OMR 7B 2026.01		69
MMFineReason-2B 2026.01		67.7
SpatialThinker-30B 2025.11		66.9
InternVL3.5 2026.04		66.3
SpatialThinker-7B 2025.11		65.9
InternVL3.5 2026.04		65.6
Claude-3.5-Sonnet-0620 2025.11		65.1
BARD-VL 2026.04		65
SkiLa 2026.02		64.8
Qwen3-VL-8B-Instruct 2026.02		64.7
GPT-4o-0513 2025.11		64.7
Claude-4-Sonnet-0514 2025.11		64.4
Qwen3-VL-30B 2025.11		64.3
Qwen3-VL-8B 2026.07		64.13
Gemini-Pro 2024.07		64.1
Qwen2.5-VL-7B 2025.11		63.9
VLAA-Thinker-7B 2025.11		63.8
BARD-VL 2026.04		63.6
Qwen2.5-VL-7B + Vanilla GRPO 2025.11		63.4
Qwen2.5-VL-7B + SFT 2025.11		63.2
Vanilla 2026.06		62.3
LLaVA-OneVision 2026.02		61.9
Qwen3-VL-8B 2026.07		61.67
GPT-4o 2024.06		61.6
LLaDA-V 2026.04		60.4
Qwen2.5-VL-7B-Instruct 2026.02		60.3
IXC-2.5-7B 2024.07		59.9
Qwen3-VL 2026.04		59.9
Dream-VL 2026.04		59.9
Qwen3-VL-8B 2026.07		59.47
GPT-5-0807 2025.11		58.9
SpaceOm 2025.11		57.7
SpatialThinker-3B 2025.11		57.6
InternVL-Chat-v1.5 2024.06		57.1
InternVL 2024.07		57.1
GPT-4V 2024.07		57.1
Qwen3-VL 2026.04		56.9
Qwen2.5-VL-3B + Vanilla GRPO 2025.11		56.7
InternLM-XComposer2 2024.06		56.2
Qwen2.5-VL-3B 2025.11		55.9
Qwen3-VL-8B 2026.07		55.87
SpaceThinker 2025.11		54.5
Qwen2.5-VL-3B + SFT 2025.11		53.9
PDrop+Reroute 2026.06		53.5
SDAR-VL 2026.04		53.3
DyCo-RL 2026.06		53.2
BARD-VL 2026.04		53.1
PDrop 2026.06		52.6
Qwen3-VL-8B 2026.07		51.93
LLaVA-NeXT (Yi-34B) 2024.06		51.6
GRPO Baseline 2026.06		51.2
FastV+Reroute 2026.06		50.6
FastV 2026.06		50.3
GPT-4v 2024.06		49.7
Avg 2026.02		49.03
MaD-Mix 2026.02		48.79
Uniform 2026.02		48.18
Dimple-VL 2026.04		47.7
PDrop+Reroute 2026.06		47.5
LaviDa 2026.04		47
PDrop 2026.06		46.8
Vanilla 2026.06		46.8
Fused 2026.02		46.55
Prism Captioner-7B 2024.06		45.9
Prism Captioner-7B 2024.06		43.7
Prism Captioner-2B 2024.06		43.3
FastV+Reroute 2026.06		42.4
Prism Captioner-2B 2024.06		42
LLaVA-InternLM2-20B 2024.06		41.9
MRoPE 2026.03		41.67
FastV 2026.06		41
PDrop+Reroute 2026.06		41
MRoPE-I 2026.03		40.73
Emu2-Chat 2024.06		40.7
Yi-VL-34B 2024.06		40.5

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