Trajectory QA on AMA-Bench Full 208-episode trajectory
38.2F1 ScoreVISTA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VISTARuntime/ep=43.7s, Tokens/ep=148.49K2026.06 | 38.2 | 73.1 | |
| AMARuntime/ep=176.5s, Tokens/ep=268.98K2026.06 | 36.8 | 75.3 | |
| EMem-styleRuntime/ep=166.2s, Tokens/ep=470.30K2026.06 | 36.3 | 65.1 | |
| BM25Runtime/ep=35.5s, Tokens/ep=303.43K2026.06 | 33.5 | 57.5 | |
| Mem0-styleRuntime/ep=108.0s, Tokens/ep=30.63K2026.06 | 32.9 | 53.6 |