Query-based Information Extraction on SQuAD
86.57F1 ScoreRainbow Cuckoo
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Rainbow CuckooProtocol=zero-shot, In-domain Transfer=true2025.02 | 86.57 | 73.54 | |
| Rainbow CuckooProtocol=few-shot2025.02 | 82.79 | 67.36 | |
| MRQAProtocol=zero-shot, In-domain Transfer=true2025.02 | 80.07 | 66.92 | |
| CuckooProtocol=zero-shot2025.02 | 77.47 | 65.26 | |
| CuckooProtocol=zero-shot, Training Setting=Only Post-train2025.02 | 77.05 | 64.75 | |
| CuckooProtocol=zero-shot, Training Setting=Only Pre-train2025.02 | 75.64 | 63.94 | |
| MetaIEProtocol=zero-shot2025.02 | 74.59 | 55.95 | |
| NuNERProtocol=zero-shot2025.02 | 61.6 | 50.55 | |
| CuckooProtocol=few-shot2025.02 | 48.82 | 45.46 | |
| MultiNERDProtocol=zero-shot2025.02 | 42.85 | 41.32 | |
| OPT-C4-TuluV3Protocol=zero-shot2025.02 | 39.8 | 41.54 | |
| ROBERTaProtocol=zero-shot2025.02 | 31.86 | 29.86 |