Semantic Change Prediction on DatSemShift
83AccuracyNode2Vec
Evaluation results
| Method | Links | |
|---|---|---|
| Node2VecColexification Type=full / affix2025.02 | 83 | |
| Node2VecColexification Type=full / affix / overlap2025.02 | 83 | |
| ProNEColexification Type=full / affix / overlap2025.02 | 83 | |
| Node2VecColexification Type=full / overlap2025.02 | 82 | |
| ProNEColexification Type=full / affix2025.02 | 82 | |
| fastText-ET (best)Colexification Type=full / affix2025.02 | 82 | |
| ProNEColexification Type=full / overlap2025.02 | 80 | |
| shortest pathColexification Type=full2025.02 | 79 | |
| shortest pathColexification Type=full / overlap2025.02 | 79 | |
| shortest pathColexification Type=full / affix / overlap2025.02 | 79 | |
| PPMIColexification Type=full / affix / overlap2025.02 | 79 | |
| Node2VecColexification Type=full2025.02 | 79 | |
| shortest pathColexification Type=full / affix2025.02 | 78 | |
| PPMIColexification Type=full / affix2025.02 | 78 | |
| SDNEColexification Type=full / affix2025.02 | 78 | |
| ProNEColexification Type=full2025.02 | 78 | |
| ProNEColexification Type=affix2025.02 | 78 | |
| fastText (avg.)Colexification Type=full / affix2025.02 | 78 | |
| cosine similarityColexification Type=full / affix2025.02 | 76 | |
| cosine similarityColexification Type=full / affix / overlap2025.02 | 75 | |
| SDNEColexification Type=full / overlap2025.02 | 75 | |
| SDNEColexification Type=full / affix / overlap2025.02 | 75 | |
| Node2VecColexification Type=affix2025.02 | 75 | |
| cosine similarityColexification Type=affix2025.02 | 74 | |
| random walksColexification Type=full / affix2025.02 | 74 | |
| random walksColexification Type=full / affix / overlap2025.02 | 74 | |
| shortest pathColexification Type=affix2025.02 | 73 | |
| PPMIColexification Type=affix2025.02 | 73 | |
| PPMIColexification Type=full / overlap2025.02 | 73 | |
| random walksColexification Type=full / overlap2025.02 | 73 | |
| random walksColexification Type=affix2025.02 | 72 | |
| Node2VecColexification Type=overlap2025.02 | 72 | |
| PPMIColexification Type=full2025.02 | 71 | |
| random walksColexification Type=full2025.02 | 71 | |
| ProNEColexification Type=overlap2025.02 | 71 | |
| cosine similarityColexification Type=full / overlap2025.02 | 70 | |
| SDNEColexification Type=overlap2025.02 | 70 | |
| shortest pathColexification Type=overlap2025.02 | 69 | |
| cosine similarityColexification Type=full2025.02 | 69 | |
| SDNEColexification Type=full2025.02 | 66 | |
| SDNEColexification Type=affix2025.02 | 66 | |
| cosine similarityColexification Type=overlap2025.02 | 65 | |
| random walksColexification Type=overlap2025.02 | 65 | |
| PPMIColexification Type=overlap2025.02 | 62 |