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ResearchFormerly WizWand

Visual Spatial Reasoning on SpaceVista-Bench Outdoor

43ScoreGPT-5
10.34418.82227.335.778Oct 10, 2025
Updated 5mo ago

Evaluation results

MethodLinks
GPT-5Model Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1043
SpaceVista-7bModel Category=Open-Source Specialized Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1039.1
GPT-4oModel Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1038.3
Internvl3-38BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1038
Claude-Sonnet-4Model Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1034.1
Qwen2.5VL-32BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1030.7
Internvl3-78BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1030.3
Claude-Opus-4.1Model Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1030
Gemini-2.5-proModel Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1029
Qwen2.5VL-72BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1028
Internvl3.5-38BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1027
Gemini-2.5-flashModel Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1026.9
VLM-3RModel Category=Open-Source Specialized Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1026.9
GLM-4.5VModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1025.2
Internvl3.5-14BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1024.3
Spatial-MLLMModel Category=Open-Source Specialized Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1023.1
SpaceRModel Category=Open-Source Specialized Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1019.8
GLM-4.1V-ThinkingModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1013.3
LLAVA-Onevision-72BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1011.7
LLAVA-Onevision-7BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.1011.6