Goal-conditioned visual planning on CrossTask T=4 88 (test)
37.04SRGeoWorld ViT-g384
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GeoWorld ViT-g384Model Category=Predictive (World) Models, Backbone=ViT-g3842026.02 | 37.04 | 71.35 | 87.04 | |
| GeoWorld ViT-gModel Category=Predictive (World) Models, Backbone=ViT-g2026.02 | 35.49 | 71 | 84.5 | |
| V-JEPA 2 ViT-g384Model Category=Predictive (World) Models, Backbone=ViT-g3842026.02 | 35.01 | 70.24 | 85.05 | |
| GeoWorld ViT-HModel Category=Predictive (World) Models, Backbone=ViT-H2026.02 | 34.51 | 68.89 | 82.95 | |
| V-JEPA 2 ViT-gModel Category=Predictive (World) Models, Backbone=ViT-g2026.02 | 33.46 | 69.26 | 82.61 | |
| V-JEPA 2 ViT-HModel Category=Predictive (World) Models, Backbone=ViT-H2026.02 | 32.18 | 67.23 | 80.84 | |
| Gemini 2.5 ProModel Category=LLM-Based2026.02 | 31.53 | 60.58 | 84.56 | |
| GeoWorldBackbone=ViT-g3842026.02 | 31.48 | 67.3 | 82.48 | |
| V-JEPA 2Backbone=ViT-g3842026.02 | 31.36 | 65.45 | 69.21 | |
| GeoWorld ViT-LModel Category=Predictive (World) Models, Backbone=ViT-L2026.02 | 30.63 | 65.46 | 79.73 | |
| GeoWorldBackbone=ViT-g2026.02 | 30.63 | 66.02 | 81.82 | |
| GPT-5Model Category=LLM-Based2026.02 | 30.2 | 64.48 | 82.15 | |
| V-JEPA 2Backbone=ViT-g2026.02 | 30.03 | 65.04 | 67.93 | |
| GeoWorldBackbone=ViT-H2026.02 | 29.19 | 65.47 | 80.16 | |
| V-JEPA 2 ViT-LModel Category=Predictive (World) Models, Backbone=ViT-L2026.02 | 28.86 | 64.34 | 78.4 | |
| Qwen3-VL-MaxModel Category=LLM-Based2026.02 | 28.76 | 62.91 | 81.51 | |
| V-JEPA 2Backbone=ViT-H2026.02 | 28.75 | 64.71 | 66.82 | |
| InternVL3.5-241BModel Category=LLM-Based2026.02 | 27.65 | 63.54 | 80.13 | |
| GeoWorldBackbone=ViT-L2026.02 | 27.64 | 64.35 | 79.43 | |
| V-JEPA 2Backbone=ViT-L2026.02 | 27.53 | 63.8 | 65.45 | |
| VideoWorldModel Category=Generative (World) Models2026.02 | 25.5 | 60.26 | 76.85 | |
| MTID2026.02 | 24.76 | 60.69 | 67.67 | |
| SCHEMA2026.02 | 24.5 | 58.48 | 76.48 | |
| KEPP2026.02 | 24.15 | 59.05 | 66.64 | |
| ActionDiffusion2026.02 | 22.43 | 59.42 | 66.04 | |
| PDPP2026.02 | 21.48 | 57.82 | 65.13 | |
| E3P2026.02 | 16.49 | 48 | 70.16 | |
| Ext-MGAIL2026.02 | 16.41 | 43.05 | 60.93 | |
| LFP2026.02 | 15.97 | 50.7 | 75.3 | |
| VidAssistzero-shot=false2026.02 | 15.45 | 51.51 | 72.61 | |
| PlaTe2026.02 | 14 | 35.29 | 55.36 | |
| P3IV2026.02 | 13.4 | 44.16 | 70.01 | |
| VidAssistzero-shot=true2026.02 | 9.89 | 40.85 | 70.35 | |
| Int-MGAIL2026.02 | 9.47 | 37.16 | 57.24 | |
| DDN2026.02 | 5.97 | 27.1 | 48.46 | |
| Retrieval-Based2026.02 | 3.95 | 22.22 | 36.97 | |
| UPN2026.02 | 1.19 | 21.59 | 27.85 | |
| UAAA2026.02 | 0.98 | 19.86 | 27.09 | |
| WLTDO2026.02 | 0.77 | 17.92 | 26.43 | |
| Random2026.02 | 0.01 | 1.83 | 1.66 |