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3D Spatial understanding on All-Angles Bench

73.5Pass@1Gemini-3-Pro High
48.12454.71261.367.888May 11, 2025Jul 19, 2025Sep 26, 2025Dec 4, 2025Feb 11, 2026Apr 21, 2026Jun 30, 2026

Evaluation results

MethodLinks
Gemini-3-Pro High2026.0673.5
Seed2.0 Pro2026.0672.1
GPT-5.2 High2026.0671.5
Seed2.0 Lite2026.0665.2
Claude-Opus-4.52026.0663.1
Seed1.82026.0661.6
Seed2.0 Mini2026.0661.3
Seed 1.5-VLthinking=false, decoding=greedy2025.0559
Seed 1.5-VLthinking=true, decoding=greedy2025.0558.6
Qwen 2.5-VL 72Bthinking=false, decoding=greedy2025.0555.7
OpenAI o1thinking=true, decoding=greedy2025.0554
Gemini 1.5 Prothinking=true, decoding=greedy2025.0553.4
Claude 3.7 Sonnetthinking=true, decoding=sampling2025.0550
GPT-4othinking=false, decoding=greedy2025.0549.1