Aspect Sentiment Triplet Extraction on R14 2014 (test)
75.49F1 ScorePCD-SpanProto
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PCD-SpanProto2026.04 | 75.49 | 79.65 | 73.36 | |
| MGEGCN2026.04 | 74.69 | 76.14 | 73.29 | |
| MEGCN2026.04 | 74.45 | 76.01 | 72.98 | |
| S&T2026.04 | 74.44 | 76.85 | 72.19 | |
| ESSDB-GCN2026.04 | 73.99 | 79.69 | 68.93 | |
| SimSTAR2026.04 | 73.86 | 76.23 | 71.63 | |
| STAGE2026.04 | 73.76 | 78.58 | 69.58 | |
| PARAPHRASEType=Sequence-to-sequence, Modeling=Natural Language Labels2021.10 | 72.03 | — | — | |
| EMC-GCN2026.04 | 71.58 | 70.37 | 72.84 | |
| Span-ASTE2026.04 | 71 | 74.17 | 68.27 | |
| GASType=Sequence-to-sequence2021.10 | 70.52 | — | — | |
| ASTE-RL2026.04 | 69.71 | 70.6 | 68.65 | |
| DRN2026.04 | 69.45 | 75.24 | 64.49 | |
| SE-TRDF2026.04 | 69.24 | 73.03 | 65.84 | |
| GTS-BERT2026.04 | 68.45 | 68.14 | 68.77 | |
| Two-StageType=Two-stage2021.10 | 68.16 | — | — | |
| BMRC2026.04 | 67.99 | 75.61 | 61.77 | |
| GTS+BERTType=End-to-end, Backbone=BERT2021.10 | 64.81 | — | — | |
| Jet+BERTType=End-to-end, Backbone=BERT2021.10 | 62.4 | — | — | |
| P-pipelineType=Pipeline-based2021.10 | 51.46 | — | — | |
| Peng-two-stage2026.04 | 51.46 | 43.24 | 63.66 | |
| Li-unified-RType=Pipeline-based2021.10 | 51 | — | — | |
| CMLA+Type=Pipeline-based2021.10 | 42.79 | — | — |