Data Attribution on Brain Rot Study Evaluation Suite
87.3Brain RotRapidIn
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RapidInModel=Pythia-2.8B2026.04 | 87.3 | 45.7 | 89.4 | 74.1 | |
| RapidInModel=Pythia-6.9B2026.04 | 85.4 | 47.5 | 88.1 | 73.7 | |
| RISEModel=Pythia-410M2026.04 | 83.6 | 97.3 | 92.1 | 91 | |
| RISEModel=Pythia-6.9B2026.04 | 83 | 99.8 | 90.9 | 91.2 | |
| RISEModel=Pythia-160M2026.04 | 82.5 | 82.2 | 70.9 | 78.6 | |
| RISEModel=Pythia-2.8B2026.04 | 81.4 | 98.6 | 94 | 91.3 | |
| RapidInModel=Pythia-1B2026.04 | 81.2 | 45.6 | 92.3 | 73 | |
| RISEModel=Pythia-1B2026.04 | 80 | 99.1 | 93.7 | 90.9 | |
| RISEModel=Pythia-70M2026.04 | 80 | 71.6 | 78.1 | 76.5 | |
| RISEModel=Pythia-14M2026.04 | 79.6 | 69.1 | 79.5 | 76.1 | |
| RapidInModel=Pythia-410M2026.04 | 75 | 34 | 80 | 63 | |
| RapidInModel=Pythia-160M2026.04 | 62.3 | 20.4 | 79 | 53.9 | |
| RapidInModel=Pythia-70M2026.04 | 56.5 | 17.8 | 58.6 | 44.3 | |
| TrackStarModel=Pythia-160M2026.04 | 55.1 | 21.4 | 39.1 | 38.5 | |
| TrackStarModel=Pythia-410M2026.04 | 50 | 68.1 | 65.8 | 61.3 | |
| TrackStarModel=Pythia-2.8B2026.04 | 48.3 | 80 | 95.1 | 74.5 | |
| TrackStarModel=Pythia-6.9B2026.04 | 47.6 | 79.5 | 92.5 | 73.2 | |
| TrackStarModel=Pythia-1B2026.04 | 45.8 | 78.9 | 95 | 73.3 | |
| TrackStarModel=Pythia-14M2026.04 | 45.2 | 32.5 | 39.5 | 39.1 | |
| TrackStarModel=Pythia-70M2026.04 | 44.8 | 28.4 | 41.4 | 38.2 | |
| RapidInModel=Pythia-14M2026.04 | 42.1 | 11.6 | 42.2 | 32 | |
| ZO-InfModel=Pythia-70M2026.04 | 35.1 | 20.6 | 21.9 | 25.9 | |
| ZO-InfModel=Pythia-410M2026.04 | 32.5 | 19.8 | 21.5 | 24.6 | |
| ZO-InfModel=Pythia-160M2026.04 | 29.3 | 19 | 22.4 | 23.6 | |
| ZO-InfModel=Pythia-14M2026.04 | 27.1 | — | — | 27.1 | |
| ZO-InfModel=Pythia-2.8B2026.04 | 26.3 | 18.8 | 19.7 | 21.6 | |
| ZO-InfModel=Pythia-6.9B2026.04 | 25.6 | 19.6 | 18.6 | 21.2 | |
| ZO-InfModel=Pythia-1B2026.04 | 22.2 | 18.1 | 22.6 | 21 |