Aspect Sentiment Triplet Extraction on 14LAP (test) benchmark leaderboard · SOTA2 Research

Aspect Sentiment Triplet Extraction on 14LAP (test)

64.9F1 ScoreASTE-Transformer

Evaluation Results

Method	Links
ASTE-Transformer2024.09		64.9	67.58	62.48
PCD-SpanProto2026.04		63.66	72.32	55.64
EPISA2024.09		63.56	66.98	60.55
ASTE-Transformer2024.09		62.83	65.56	60.36
S&T2026.04		62.74	70.26	56.86
SBC2024.09		62.71	63.64	61.8
SBN2022.04		62.65	65.68	59.88
MEGCN2026.04		62.51	68.83	57.26
ESSDB-GCN2026.04		62.38	71.76	55.13
MGEGCN2026.04		62.1	66.04	58.6
SimSTAR2024.09		62.07	66.46	58.23
SimSTAR2026.04		62.07	66.46	58.23
Pairing2024.09		61.68	—	—
STAGE-3D2024.09		61.58	71.98	53.86
STAGE2026.04		61.58	71.98	55.86
GAS2024.09		60.78	—	—
Span-ASTE2026.04		59.58	62.74	56.75
ASTE-RL2026.04		59.5	64.8	54.99
Span-ASTE2022.04		59.38	63.44	55.84
Span-ASTE2024.09		59.38	63.44	55.84
DRN2026.04		58.94	66.99	52.61
B-MRC2022.04		58.78	70.89	50.2
FTOP2024.09		58.58	57.84	59.33
EMC-GCN2026.04		57.9	59.61	56.3
BMRC2026.04		57.82	70.55	48.98
SE-TRDF2026.04		56.49	66.89	48.89
PBF2024.09		55.8	56.6	55.1
Dual-MRC2022.04		55.58	57.39	53.88
GTS-BERT2026.04		55.29	58.62	52.35
GTS-BERT2022.04		54.58	57.52	51.92
GTS2024.09		54.3	58.54	50.65
JET2024.09		51.04	55.39	47.33
JETO2022.04		50	58.47	43.67
JETt2022.04		46.65	51.48	42.65
PENG-two-stage2022.04		43.5	40.4	47.24
Peng-two-stage2026.04		42.87	37.38	50.38
Chat-GPT2024.09		42.56	—	—
Chat-GPT2024.09		35.49	—	—
Chat-GPT2024.09		27.3	—	—
Flan-UL22024.09		5.19	—	—