Tool-use Agent Performance on τ²-bench
72.4ASR
MemMorph
Updated 7d ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 72.4 | - | - | - | - | - | - | - | - | |
2026.05 | 68.2 | - | - | - | - | - | - | - | - | |
2026.05 | 64.7 | - | - | - | - | - | - | - | - | |
2026.05 | 60.5 | - | - | - | - | - | - | - | - | |
2026.05 | 57.5 | - | - | - | - | - | - | - | - | |
2026.05 | 56.1 | - | - | - | - | - | - | - | - | |
2026.05 | 55.9 | - | - | - | - | - | - | - | - | |
2026.05 | 53.8 | - | - | - | - | - | - | - | - | |
2026.05 | 52.8 | - | - | - | - | - | - | - | - | |
2026.05 | 52.5 | - | - | - | - | - | - | - | - | |
2026.05 | 51.5 | - | - | - | - | - | - | - | - | |
2026.05 | 51.2 | - | - | - | - | - | - | - | - | |
2026.05 | 50.5 | - | - | - | - | - | - | - | - | |
2026.05 | 46.3 | - | - | - | - | - | - | - | - | |
2026.05 | 45.5 | - | - | - | - | - | - | - | - | |
2026.05 | 45.5 | - | - | - | - | - | - | - | - | |
2026.05 | 40.8 | - | - | - | - | - | - | - | - | |
2026.05 | 38.6 | - | - | - | - | - | - | - | - | |
2026.05 | 38.1 | - | - | - | - | - | - | - | - | |
2026.05 | 35.8 | - | - | - | - | - | - | - | - | |
2026.05 | 32.9 | - | - | - | - | - | - | - | - | |
2026.05 | 32 | - | - | - | - | - | - | - | - | |
2026.05 | 31.5 | - | - | - | - | - | - | - | - | |
2026.05 | 30.6 | - | - | - | - | - | - | - | - | |
2026.05 | 29.9 | - | - | - | - | - | - | - | - | |
2026.05 | 28.7 | - | - | - | - | - | - | - | - | |
2026.05 | 27.9 | - | - | - | - | - | - | - | - | |
2026.05 | 27.9 | - | - | - | - | - | - | - | - | |
2026.05 | 26.7 | - | - | - | - | - | - | - | - | |
2026.05 | 25.7 | - | - | - | - | - | - | - | - | |
2026.05 | 24.8 | - | - | - | - | - | - | - | - | |
2026.05 | 24.3 | - | - | - | - | - | - | - | - | |
2026.05 | 23.4 | - | - | - | - | - | - | - | - | |
2026.05 | 21.8 | - | - | - | - | - | - | - | - | |
2026.05 | 21 | - | - | - | - | - | - | - | - | |
2026.05 | 20.9 | - | - | - | - | - | - | - | - | |
2026.05 | 19.3 | - | - | - | - | - | - | - | - | |
2026.05 | 18.6 | - | - | - | - | - | - | - | - | |
2026.05 | 18.6 | - | - | - | - | - | - | - | - | |
2026.05 | 18.1 | - | - | - | - | - | - | - | - | |
2026.05 | 16.7 | - | - | - | - | - | - | - | - | |
2026.05 | 16.3 | - | - | - | - | - | - | - | - | |
2026.05 | 16.1 | - | - | - | - | - | - | - | - | |
2026.05 | 15 | - | - | - | - | - | - | - | - | |
2026.05 | 14.5 | - | - | - | - | - | - | - | - | |
2026.05 | 12.8 | - | - | - | - | - | - | - | - | |
2026.05 | 12.3 | - | - | - | - | - | - | - | - | |
2026.05 | 11.2 | - | - | - | - | - | - | - | - | |
2026.05 | 10.9 | - | - | - | - | - | - | - | - | |
2026.05 | 7.2 | - | - | - | - | - | - | - | - | |
2026.01 | - | 39.5 | 22.2 | 13.2 | 55.37 | 43.84 | - | - | - | |
2026.01 | - | 34.8 | 22.2 | 18.4 | 42.17 | 57.5 | - | - | - | |
2026.01 | - | 34.5 | 21.6 | 16.7 | 54.56 | 45.66 | - | - | - | |
2026.01 | - | 31.9 | 16.4 | 9.7 | 47.92 | 52.05 | - | - | - | |
2026.01 | - | 32.2 | 21.1 | 14.9 | 49.07 | 51.12 | - | - | - | |
2026.01 | - | 39.5 | 25.2 | 19.3 | 63.43 | 36.65 | - | - | - | |
2026.01 | - | 46.2 | 33.9 | 27.2 | 63.29 | 36.92 | - | - | - | |
2026.01 | - | 50.6 | 35.9 | 27.8 | 63.57 | 36.59 | - | - | - | |
2026.01 | - | 53.5 | 43.3 | 37.7 | 65.4 | 34.65 | - | - | - | |
2026.01 | - | 52.3 | 42.4 | 36.8 | 66.29 | 33.92 | - | - | - | |
2026.01 | - | 45.3 | 36.6 | 33.3 | 60.67 | 39.62 | - | - | - | |
2026.01 | - | 56.4 | 46.8 | 42.1 | 69.36 | 30.75 | - | - | - | |
2026.04 | - | - | - | - | - | - | 53.75 | 38.75 | 36.25 | |
2026.04 | - | - | - | - | - | - | 53.12 | 38.75 | 38.12 | |
2026.04 | - | - | - | - | - | - | 55 | 40 | 38.12 | |
2026.04 | - | - | - | - | - | - | 57.5 | 41.25 | 40.62 | |
2026.04 | - | - | - | - | - | - | 56.25 | 42.5 | 39.38 | |
2026.04 | - | - | - | - | - | - | 58.12 | 43.75 | 41.25 | |
2026.04 | - | - | - | - | - | - | 66.87 | 47.5 | 43.75 | |
2026.04 | - | - | - | - | - | - | 75.62 | 51.25 | 78.12 | |
2026.04 | - | - | - | - | - | - | 76.25 | 52.5 | 76.87 | |
2026.04 | - | - | - | - | - | - | 76.25 | 53.75 | 77.5 | |
2026.04 | - | - | - | - | - | - | 76.25 | 53.75 | 77.5 | |
2026.04 | - | - | - | - | - | - | 77.5 | 55.5 | 78.75 | |
2026.04 | - | - | - | - | - | - | 77.5 | 56.25 | 79.37 | |
2026.04 | - | - | - | - | - | - | 78.12 | 58.75 | 82.5 | |
2026.04 | - | - | - | - | - | - | 76.25 | 70 | 70.63 | |
2026.04 | - | - | - | - | - | - | 76.88 | 70 | 68.75 | |
2026.04 | - | - | - | - | - | - | 77.5 | 71.25 | 70.63 | |
2026.04 | - | - | - | - | - | - | 77.5 | 72.5 | 71.25 | |
2026.04 | - | - | - | - | - | - | 82.5 | 76.25 | 71.88 |