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ResearchFormerly WizWand

Spatial Understanding on EmbSpatial

81AccuracyGemini-3-Pro
50.21658.20866.274.192Nov 20, 2025Dec 27, 2025Feb 2, 2026Mar 11, 2026Apr 17, 2026May 24, 2026Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Gemini-3-Pro2026.0581
GEM-8BParameters=8B2026.0579.4
Gemini2.5-ProParams=–2025.1178.74
Seed1.82026.0578.7
Qwen3-VL-8B-SFTParameters=8B, Training=SFT2026.0578.3
Qwen3-VL-8BParameters=8B2026.0577.7
SenseNova-SI-8BParameters=8B2026.0577.6
RoboBrain-2.0Params=7B2025.1176.32
MiMo-EmbodiedParams=7B2025.1176.24
InternVL3.5-8BParameters=8B2026.0574.2
VST-7BParameters=7B2026.0573.6
Claude-Sonnet-4Params=–2025.1173.18
LLava-OneVision-7BParameters=7B2026.0573.1
GEM-2BParameters=2B2026.0573
Qwen3-VL-2B-SFTParameters=2B, Training=SFT2026.0572.7
GPT-4oParams=–2025.1171.92
GPT-4o2026.0571.9
Qwen-VL-MaxParams=–2025.1171.53
MiMo-VLParams=7B2025.1171.29
VeBrainParams=8B2025.1170.52
InternVL3.5Params=8B2025.1170.26
Qwen2.5-VLParams=7B2025.1170.25
CambrainS-7BParameters=7B2026.0570
Qwen3-VL-2BParameters=2B2026.0569
VLM-3R2026.0568.2
RoboBrain-1.0Params=7B2025.1168.13
SpaceR-7BParameters=7B2026.0565.8
Cosmos-Reason1Params=7B2025.1165.22
InternVL2 + IRABase Model=InternVL2, Training Stage=IRA2026.0764.9
MagmaParams=8B2025.1164.59
InternVL2.5 + SFTBase Model=InternVL2.5, Training Stage=SFT2026.0764.5
InternVL2.5 + IRABase Model=InternVL2.5, Training Stage=IRA2026.0764.2
InternVL2 + SFTBase Model=InternVL2, Training Stage=SFT2026.0763.9
LLaVA-OV + SFTBase Model=LLaVA-OV, Training Stage=SFT2026.0763.5
LLaVA-OV + IRABase Model=LLaVA-OV, Training Stage=IRA2026.0763.5
InternVL2-PtBase Model=InternVL2, Training Stage=Pretrain2026.0752.3
InternVL2.5-PtBase Model=InternVL2.5, Training Stage=Pretrain2026.0751.7
LLaVA-OV-PtBase Model=LLaVA-OV, Training Stage=Pretrain2026.0751.4