List your company
ResearchFormerly WizWand

Aspect Sentiment Triplet Extraction on R14 2014 (test)

75.49F1 ScorePCD-SpanProto
41.48250.31159.1467.969Oct 2, 2021Jul 4, 2022Apr 5, 2023Jan 5, 2024Oct 6, 2024Jul 8, 2025Apr 10, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PCD-SpanProto2026.0475.4979.6573.36
MGEGCN2026.0474.6976.1473.29
MEGCN2026.0474.4576.0172.98
S&T2026.0474.4476.8572.19
ESSDB-GCN2026.0473.9979.6968.93
SimSTAR2026.0473.8676.2371.63
STAGE2026.0473.7678.5869.58
PARAPHRASEType=Sequence-to-sequence, Modeling=Natural Language Labels2021.1072.03——
EMC-GCN2026.0471.5870.3772.84
Span-ASTE2026.047174.1768.27
GASType=Sequence-to-sequence2021.1070.52——
ASTE-RL2026.0469.7170.668.65
DRN2026.0469.4575.2464.49
SE-TRDF2026.0469.2473.0365.84
GTS-BERT2026.0468.4568.1468.77
Two-StageType=Two-stage2021.1068.16——
BMRC2026.0467.9975.6161.77
GTS+BERTType=End-to-end, Backbone=BERT2021.1064.81——
Jet+BERTType=End-to-end, Backbone=BERT2021.1062.4——
P-pipelineType=Pipeline-based2021.1051.46——
Peng-two-stage2026.0451.4643.2463.66
Li-unified-RType=Pipeline-based2021.1051——
CMLA+Type=Pipeline-based2021.1042.79——