| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Document Classification | EURLEX | Macro F143.24 | 16 | |
| Multi-label Text Classification | EURLEX57K (test) | RP@5 (All Labels)79.6 | 12 | |
| Extreme Multi-label Classification | Eurlex-4K | Training Time (hours)0.8 | 8 | |
| Document Classification | EURLEX57K (test) | Micro F173.32 | 8 | |
| Multi-label topic classification | EURLEX (test) | Micro-F163.1 | 7 | |
| Document Classification | EURLEX57K Inverted (test) | Micro F172.44 | 7 | |
| XML classification | EURLEX-4.3K | nDCG88.204 | 5 | |
| XML classification | EURLEX-4K | nDCG77.868 | 5 | |
| Extreme Multi-label Classification | Eurlex-4K | Inference Latency (ms)12.7 | 4 |