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ResearchFormerly WizWand

Spatial reasoning on SIBench single-image

58.86AccuracyGPT-5
37.820843.282948.74554.2071Dec 4, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GPT-5Model Type=Understanding-only MLLM2025.1258.86
Qwen3VL-32BModel Type=Understanding-only MLLM2025.1255.49
InternVL3.5-38BModel Type=Understanding-only MLLM2025.1253.61
Qwen3VL-8BModel Type=Understanding-only MLLM2025.1250.13
InternVL3.5-8BModel Type=Understanding-only MLLM2025.1250.13
COOPERModel Type=Unified MLLM2025.1250.07
GPT-4oModel Type=Understanding-only MLLM2025.1249.48
BAGEL-PEModel Type=Unified MLLM, Variant=Perception Enhancement2025.1248.25
BAGEL-REModel Type=Unified MLLM, Variant=Reasoning Enhancement2025.1243.98
BAGELModel Type=Unified MLLM2025.1243.57
Janus-Pro-7BModel Type=Unified MLLM2025.1242.73
Liquid-7BModel Type=Unified MLLM2025.1238.63