Node Classification 벤치마크
Node Classification on MuMiN-medium
Claim Classification Macro-F1
- 2022-02-23 — HeteroGraphSAGE: Claim Classification Macro-F1 0.577
| Rank | Model | Claim Classification Macro-F1 | Tweet Classification Macro-F1 | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | HeteroGraphSAGE | 0.5770 | 0.5410 | MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset | MuMiN-dataset/mumin-build · MuMiN-dataset/mumin-baseline · MuMiN-dataset/mumin-trawl | 2022 |
| 2 | LaBSE | 0.5585 | 0.5745 | MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset | MuMiN-dataset/mumin-build · MuMiN-dataset/mumin-baseline · MuMiN-dataset/mumin-trawl | 2022 |
| 3 | Majority class | 0.4806 | 0.4856 | MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset | MuMiN-dataset/mumin-build · MuMiN-dataset/mumin-baseline · MuMiN-dataset/mumin-trawl | 2022 |
| 4 | Random | 0.3896 | 0.3772 | MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset | MuMiN-dataset/mumin-build · MuMiN-dataset/mumin-baseline · MuMiN-dataset/mumin-trawl | 2022 |