Automated Data Preparation on DiffPrep
89.6AccuracyFlowPipe
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FlowPipe2026.06 | 89.6 | 1.139 | 78.8 | 79.4 | 78 | 51.516 | |
| CtxPipe2026.06 | 80.6 | 3.655 | 77.4 | 73.6 | 74.5 | 65.203 | |
| DP-Flex2026.06 | 78.4 | 4.188 | 69.7 | 72.2 | 69.5 | 11,148.911 | |
| ChatPipe2026.06 | 78.3 | 4.31 | 75.1 | 71.8 | 73.2 | 278.441 | |
| TPE2026.06 | 78.1 | 4.58 | 63.3 | 64.4 | 63.7 | 1,299.11 | |
| DP-Fix2026.06 | 78 | 6.422 | 68.1 | 72.7 | 68.7 | 1,024.845 | |
| RS2026.06 | 76.1 | 8.125 | 64.7 | 67.3 | 65 | 803.888 | |
| HAI-AI2026.06 | 76 | 8.194 | 70.5 | 61.9 | 61.3 | 22.195 | |
| SAGA2026.06 | 73.1 | 8.286 | 64.7 | 64 | 61.8 | 1,384.824 | |
| SwiftDP2026.06 | 72.8 | 9.182 | 70 | 70.2 | 68.3 | 10.203 | |
| DEF2026.06 | 72.4 | 9.512 | 60.5 | 62.9 | 60.4 | 36.237 | |
| Direct Prompting2026.06 | 71.2 | 10.42 | 62.3 | 63.1 | 61.5 | 142.508 | |
| DL2026.06 | 70.4 | 11.115 | 61.6 | 58.4 | 57 | 18.923 |