Numerical Symbolic Regression on LLM-SRBench 129-task synthetic (test)
35Chemistry 95% Acc (Tol=0.01)
Claude Opus 4.6
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.06 | 35 | 27 | 23 | 34 | 15 | 23 | 9 | 23 | 31 | 34 | 27 | 34 | 21 | 25 | 19 | 22 | 94 | 117 | 78 | 113 | |
2026.06 | 33 | 26 | 22 | 32 | 14 | 23 | 9 | 23 | 28 | 36 | 24 | 32 | 20 | 25 | 18 | 24 | 88 | 117 | 73 | 111 | |
2026.06 | 29 | - | - | 23 | - | 16 | - | 10 | - | 18 | - | 15 | - | 19 | - | 15 | - | 82 | - | 64 | |
2026.06 | 18 | - | - | 8 | - | 8 | - | 5 | - | 13 | - | 7 | - | 16 | - | 10 | - | 55 | - | 30 | |
2026.06 | 16 | - | - | 4 | - | 10 | - | 4 | - | 16 | - | 7 | - | 20 | - | 18 | - | 62 | - | 32 | |
| 15 | - | - | 2 | - | 12 | - | 6 | - | 15 | - | 6 | - | 22 | - | 17 | - | 63 | - | 32 | ||
2026.06 | 13 | - | - | 3 | - | 7 | - | 3 | - | 11 | - | 5 | - | 21 | - | 16 | - | 53 | - | 27 | |
2026.06 | 9 | 5 | 1 | 1 | 1 | 6 | 1 | 1 | 0 | 7 | 0 | 2 | 7 | 19 | 3 | 10 | 13 | 41 | 5 | 14 | |
2026.06 | 8 | 5 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 9 | 0 | 2 | 2 | 11 | 1 | 1 | 8 | 30 | 1 | 5 | |
2026.06 | 8 | - | - | 2 | - | 5 | - | 2 | - | 8 | - | 4 | - | 20 | - | 13 | - | 42 | - | 21 | |
2026.06 | 1 | 0 | 0 | 0 | 2 | 4 | 1 | 2 | 2 | 3 | 2 | 2 | 3 | 10 | 1 | 5 | 7 | 18 | 4 | 9 |