LLMTM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Motif Classification | LLMTM 1.0 (test) | 3-star100 | 12 | |
| Multi-Motif Counting | LLMTM Level 2 1.0 (test) | Accuracy19.69 | 9 | |
| Motif Occurrence Prediction | LLMTM Level 2 1.0 (test) | Accuracy25.92 | 9 | |
| Multi-Motif Detection | LLMTM Level 2 1.0 (test) | Accuracy39.64 | 9 | |
| Single-temporal motif recognition | LLMTM generalization (test) | 4-tailedtriangle Acc99.8 | 6 | |
| Single-temporal motif recognition | LLMTM standard (test) | 3-star Acc100 | 6 | |
| Multi-temporal motif detection | LLMTM | Accuracy99 | 4 | |
| Multi-temporal motif occurrence identification | LLMTM | Accuracy100 | 2 | |
| Multi-temporal motif occurrence identification | LLMTM 1.0 (test) | Accuracy- | 0 | |
| Multi-temporal motif detection | LLMTM 1.0 (test) | Accuracy- | 0 | |
| Multi-Motif Counting | LLMTM Level 2 | Accuracy- | 0 | |
| Motif Occurrence Prediction | LLMTM Level 2 | Accuracy- | 0 | |
| Multi-Motif Detection | LLMTM Level 2 | Accuracy- | 0 |
Showing 13 of 13 rows