Trajectory Prediction on Simulated Dataset
95.25PrecisionOPT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OPTModel Parameters=1.3b2025.05 | 95.25 | 94.6 | 94.16 | 95.52 | |
| GPT-2-MediumModel Parameters=355M2025.05 | 95.13 | 94.4 | 94.02 | 95.1 | |
| pythiaModel Parameters=1b2025.05 | 95.1 | 95.42 | 95.27 | 95.31 | |
| GPT-2-LargeModel Parameters=774M2025.05 | 94.89 | 94.17 | 93.89 | 94.96 | |
| pythiaModel Parameters=410M2025.05 | 94.56 | 93.8 | 93.32 | 94.91 | |
| OPTModel Parameters=350M2025.05 | 94.37 | 93.61 | 93.17 | 94.4 | |
| ALBERT2025.05 | 94.25 | 93.52 | 93.11 | 94.06 | |
| GPT-2Model Parameters=124M2025.05 | 94.1 | 93.31 | 92.93 | 93.8 | |
| BERT2025.05 | 93.87 | 93.15 | 92.8 | 93.02 | |
| XLNET2025.05 | 93.76 | 93.04 | 92.69 | 93.63 | |
| DEBERTA2025.05 | 93.53 | 92.8 | 92.6 | 93.42 | |
| GPT-Neo2025.05 | 93.42 | 92.65 | 92.24 | 93.09 | |
| ROBERTA2025.05 | 92.99 | 92.07 | 91.81 | 92.76 | |
| PALM2025.05 | 92.81 | 92.1 | 91.95 | 92.28 | |
| bloomzModel Parameters=1b12025.05 | 89.93 | 88.21 | 87.73 | 90.38 | |
| bloomzModel Parameters=560m2025.05 | 89.01 | 87.32 | 86.75 | 90.14 | |
| flan-t5-large2025.05 | 77.84 | 67.99 | 66.3 | 75.96 | |
| flan-t5-base2025.05 | 76.53 | 67.1 | 65.28 | 75.42 |