| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Twitter-GMNER | PLIM Mix | F1 Score91.89 | 135 | 4mo ago | |
| Twitter 2017 | Code-MIE | F1 Score88.07 | 24 | 2mo ago | |
| Twitter 2015 | PGIM | F1 Score79.33 | 23 | 2mo ago | |
| Twitter-15 (test) | MoRe_MoE | F1 Score79.21 | 21 | 4mo ago | |
| Snap Res. (test) | MoRe_MoE | F1 Score0.911 | 18 | 4mo ago | |
| Twitter 17 (test) | MoRe_MoE | F1 Score90.67 | 14 | 4mo ago | |
| MNER-MI | Qwen2.5VL-7B + MRSI + CVO | F1 Score85.1 | 8 | 2mo ago | |
| Fudan Univ. (test) | biLSTM-CRF + RpBERT-Large_GS | F1 Score74.9 | 7 | 4mo ago | |
| Twitter-15 Low-resource & Full-supervision | PGIM -w/ SAMA | Precision78.2 | 6 | 1mo ago | |
| MNER-MI-Plus | SAVER | F1 Score83.7 | 2 | 2mo ago | |
| Twt Aud 17 | REAMO | NER37.4 | 2 | 4mo ago |
