Structural & Historical Inference of Functional role Transitions with GNNs
Last updated: June 13, 2026 at 23:21:58
| Rank | Team | Weighted Macro-F1 ↓ | Overall Macro-F1 | Rare Transitions F1 | Model Type | Submission Time |
|---|---|---|---|---|---|---|
| 🥇 1 | Peguy | 20.8% | 37.7% | 0.0% | human | March 15, 2026 at 14:28:53 |
| 🥈 2 | AIkram | 20.2% | 36.6% | 0.0% | human | April 04, 2026 at 10:57:42 |
| 🥉 3 | Murad | 19.9% | 36.3% | 0.0% | human | March 23, 2026 at 03:42:38 |
| 4 | Emmanuel Owusu | 19.2% | 32.0% | 1.5% | human | March 16, 2026 at 10:50:12 |
| 5 | nteam | 19.0% | 36.5% | 0.0% | human | March 07, 2026 at 23:55:30 |
| 6 | Gurur Gamgam | 17.8% | 36.0% | 0.0% | human | March 07, 2026 at 20:37:15 |
| 7 | Mubaraq | 17.4% | 35.8% | 0.0% | llm | April 01, 2026 at 17:59:39 |
| 8 | TugaYousif | 17.4% | 35.8% | 0.0% | human | April 15, 2026 at 17:55:20 |
| 9 | Llm_codex_gpt5-4 | 17.3% | 33.8% | 0.0% | llm | May 16, 2026 at 10:50:34 |
| 10 | Elhouiti Ikram | 17.3% | 36.4% | 0.0% | human | April 03, 2026 at 00:15:40 |
| 11 | Muhammad Isah | 17.0% | 28.8% | 0.0% | human | April 02, 2026 at 20:06:31 |
| 12 | MahaTeam | 14.4% | 2.6% | 30.9% | human | April 14, 2026 at 12:43:18 |
| 13 | llm_gpt5.4_codex | 10.9% | 18.0% | 3.3% | llm | May 17, 2026 at 20:35:21 |
| 14 | Faran Taimoor Butt | 8.2% | 19.6% | 0.0% | human | March 12, 2026 at 10:46:06 |
| 15 | Bijay Adhikari | 7.1% | 18.8% | 0.0% | human | March 12, 2026 at 12:36:59 |
| 16 | Sargam Goyal | 6.7% | 18.9% | 0.0% | human | March 31, 2026 at 05:50:49 |