Context Management and LLM Evaluation on PinchBench Isolated Mode
81Overall Score
TokenPilot
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.06 | 81 | 89 | 71.2 | 80 | 72.6 | 88.9 | 85.3 | 95.2 | 79.4 | 95 | 95.2 | 58 | 8.893 | 1.933 | 0.244 | 3.22 | |
2026.06 | 80.5 | 87.2 | 68.7 | 84.1 | 86 | 75.1 | 83 | 94.7 | 81.4 | 86.5 | 70.3 | 55.3 | 6.184 | 8.753 | 0.285 | 8.31 | |
2026.06 | 80.4 | 86 | 70 | 82.4 | 80.1 | 77.6 | 78.3 | 91.5 | 84.3 | 92.5 | 70.1 | 87.8 | 12.813 | 2.657 | 0.291 | 4.26 | |
2026.06 | 79.5 | 80.7 | 66.3 | 83.5 | 77.9 | 82.1 | 87.5 | 77.2 | 81.3 | 92.5 | 67.2 | 54.4 | 12.303 | 3.009 | 0.296 | 4.51 | |
2026.06 | 79.4 | 84.2 | 54.4 | 83.1 | 82.3 | 78.2 | 81.1 | 97.2 | 77.6 | 92.5 | 85.9 | 80.2 | 29.018 | 4.573 | 0.492 | 7.81 | |
2026.06 | 78.9 | 85.4 | 58.9 | 71.8 | 79 | 88.3 | 79.8 | 83.6 | 84 | 91.3 | 69.8 | 63.3 | 6.717 | 3.333 | 0.238 | 4.07 | |
2026.06 | 78.4 | 89.8 | 71.9 | 80.2 | 79.5 | 83.5 | 80.8 | 83.7 | 77.9 | 92.5 | 65.7 | 35 | 4.534 | 7.129 | 0.241 | 6.77 | |
2026.06 | 78.1 | 86.8 | 62.1 | 88.9 | 85.7 | 82.6 | 88.3 | 85.4 | 63.6 | 92.5 | 76.1 | 69.7 | 10.2 | 2.107 | 0.233 | 3.36 | |
2026.06 | 77.8 | 90.1 | 64.9 | 79.6 | 85.4 | 81.3 | 81 | 87.1 | 67.5 | 85 | 81.7 | 80.6 | 16.018 | 3.064 | 0.356 | 5.1 | |
2026.06 | 76.9 | 89.3 | 64 | 82.1 | 86.9 | 80.8 | 79.6 | 84.4 | 66.3 | 85 | 79.6 | 72.1 | 14.241 | 3.975 | 0.384 | 5.78 | |
2026.06 | 76.5 | 88.5 | 64.5 | 73 | 83.7 | 82.6 | 81.1 | 92.8 | 63.3 | 86.9 | 82.8 | 77.2 | 11.273 | 4.642 | 0.324 | 5.79 |