2D Trajectory Prediction on Trace Prediction 2D
0.187Top-1 ADEGemini-3-flash
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Gemini-3-flashT=8, Inf. Time=62s†, Input Modality=image and text2026.06 | 0.187 | 0.158 | 0.312 | 0.252 | 0.183 | 0.15 | |
| Gemini-3.1-proT=8, Inf. Time=78s†, Input Modality=image and text2026.06 | 0.19 | 0.161 | 0.311 | 0.254 | 0.183 | 0.152 | |
| GPT-5.5T=8, Inf. Time=38s†, Input Modality=image and text2026.06 | 0.199 | 0.178 | 0.329 | 0.284 | 0.196 | 0.173 | |
| HamsterT=8, Inf. Time=14.4s, Input Modality=image and text2026.06 | 0.202 | 0.178 | 0.326 | 0.274 | 0.197 | 0.17 | |
| μ0T=8, Inf. Time=0.29s, Input Modality=image and text2026.06 | 0.202 | 0.124 | 0.322 | 0.186 | 0.184 | 0.114 | |
| Track2ActT=8, Inf. Time=0.85s, Input Modality=image and text2026.06 | 0.209 | 0.19 | 0.35 | 0.287 | 0.206 | 0.181 | |
| Gemini-3-flashT=16, Inf. Time=62s†, Input Modality=image and text2026.06 | 0.271 | 0.231 | 0.414 | 0.329 | 0.26 | 0.211 | |
| Gemini-3.1-proT=16, Inf. Time=78s†, Input Modality=image and text2026.06 | 0.274 | 0.232 | 0.425 | 0.321 | 0.258 | 0.208 | |
| HamsterT=16, Inf. Time=14.4s, Input Modality=image and text2026.06 | 0.276 | 0.239 | 0.4 | 0.32 | 0.261 | 0.22 | |
| μ0T=16, Inf. Time=0.29s, Input Modality=image and text2026.06 | 0.279 | 0.188 | 0.41 | 0.261 | 0.254 | 0.171 | |
| GPT-5.5T=16, Inf. Time=38s†, Input Modality=image and text2026.06 | 0.281 | 0.249 | 0.411 | 0.344 | 0.274 | 0.238 | |
| HamsterT=32, Inf. Time=14.4s, Input Modality=image and text2026.06 | 0.297 | 0.256 | 0.411 | 0.33 | 0.277 | 0.233 | |
| Gemini-3-flashT=32, Inf. Time=62s†, Input Modality=image and text2026.06 | 0.299 | 0.254 | 0.405 | 0.316 | 0.281 | 0.227 | |
| Gemini-3.1-proT=32, Inf. Time=78s†, Input Modality=image and text2026.06 | 0.305 | 0.253 | 0.424 | 0.311 | 0.284 | 0.224 | |
| GPT-5.5T=32, Inf. Time=38s†, Input Modality=image and text2026.06 | 0.307 | 0.272 | 0.404 | 0.329 | 0.299 | 0.259 | |
| Track2ActT=16, Inf. Time=0.85s, Input Modality=image and text2026.06 | 0.311 | 0.262 | 0.493 | 0.351 | 0.303 | 0.245 | |
| μ0T=32, Inf. Time=0.29s, Input Modality=image and text2026.06 | 0.315 | 0.227 | 0.447 | 0.284 | 0.296 | 0.211 | |
| Track2ActT=32, Inf. Time=0.85s, Input Modality=image and text2026.06 | 0.369 | 0.293 | 0.555 | 0.346 | 0.358 | 0.27 |