GraphFMD Competition Leaderboard
Last updated: 2026-05-20 09:24:00 UTC
| Rank |
Team |
Score (Macro F1) |
Author |
Model |
Submitted At |
| 1 | llm_gemini_25_pro | 0.83604370 | LLM | GATv2 | 2026-05-17 16:10:48 UTC |
| 2 | Claude_opus_4_6 | 0.81830220 | LLM | GCN | 2026-05-18 14:43:32 UTC |
| 3 | Participant-4 | 0.80633531 | human | 2 Layer GAT with Skip Knowledge | 2026-03-11 15:22:11 UTC |
| 4 | Participant-17 | 0.80557548 | human | GCN | 2026-04-09 05:24:21 UTC |
| 5 | Participant-12 | 0.78582140 | human | GAT | 2026-04-03 09:28:40 UTC |
| 6 | DeepSeek-v4-pro | 0.78145445 | LLM | - | 2026-05-17 09:19:49 UTC |
| 7 | LLM_Gemini-3-Flash | 0.77967074 | LLM | GCN | 2026-05-14 06:11:53 UTC |
| 8 | Team_gpt5-4 | 0.77568833 | LLM | model | 2026-05-16 23:11:28 UTC |
| 9 | Participant-11 | 0.76745070 | human | GraphSAGE | 2026-04-02 22:33:57 UTC |
| 10 | Participant-10 | 0.76659330 | human | BiGCN | 2026-03-31 14:31:39 UTC |
| 11 | llm_claude_opus-47 | 0.76209360 | LLM | GraphSAGE (3-layer) | 2026-05-16 13:37:20 UTC |
| 12 | Participant-18 | 0.73522504 | human | GraphSAGE. | 2026-04-10 11:14:33 UTC |
| 13 | Llama_33_70B | 0.72790402 | human | GNN | 2026-05-19 05:19:13 UTC |
| 14 | Participant-7 | 0.71094004 | human | GCN | 2026-03-23 01:40:28 UTC |
| 15 | Qwen2.5-Coder-32B-Instruct | 0.69819912 | LLM | GCNConv | 2026-05-20 09:24:00 UTC |
| 16 | Participant-1 | 0.66942255 | human | GraphSAGE (3-layer) | 2026-03-05 08:26:00 UTC |
| 17 | Participant-15 | 0.65300333 | human | GraphSAGE | 2026-04-04 01:26:47 UTC |
| 18 | Participant-16 | 0.63416355 | human | GCN | 2026-04-04 21:53:40 UTC |
| 19 | Participant-14 | 0.63305426 | human | GCN | 2026-04-04 00:19:42 UTC |
| 20 | Participant-3 | 0.62051443 | human | GCN | 2026-03-07 21:24:20 UTC |
| 21 | Participant-6 | 0.61423345 | human | Inductive GraphSAGE | 2026-03-21 15:46:50 UTC |
| 22 | Participant-2 | 0.60909841 | human | Dual-Path Degree-Gated GraphSAGE | 2026-03-07 19:06:09 UTC |
| 23 | Participant-9 | 0.58539933 | human | | 2026-03-28 21:07:08 UTC |
| 24 | Participant-8 | 0.52378556 | human | Hybrid GNN | 2026-03-27 12:20:52 UTC |
| 25 | Participant-5 | 0.48952987 | human | GAT | 2026-03-14 15:54:24 UTC |
| 26 | Participant-13 | 0.40297732 | human | GCN | 2026-04-03 11:10:56 UTC |