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Benchmarks
Entailment Tree Generation on EntailmentBank Task 1 (No Distractors)
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100
Leaves F1
METGEN
97.504
98.152
98.8
99.448
Jan 24, 2024
Leaves F1
Leaves AllCorrect
Steps F1
Steps AllCorrect
Intermediates F1
Intermediates AllCorrect
Overall AllCorrect
Updated 4d ago
Evaluation Results
Method
Method
Links
Leaves F1
Leaves AllCorrect
Steps F1
Steps AllCorrect
Intermediates F1
Intermediates AllCorrect
Overall AllCorrect
METGEN
Backbone=T5-large
2024.01
100
100
57.9
42.1
71.3
39.2
37
RLET
Backbone=DeBERTa-large
2024.01
100
100
54.6
40.7
66.9
36.3
34.8
SEER
Backbone=T5-large
2024.01
100
100
67.6
52.6
70.3
42.6
40.6
EntailmentWriter
Backbone=T5-large
2024.01
98.7
84.1
50
38.5
67.6
35.9
34.4
NLProofS
Backbone=T5-large
2024.01
97.8
90.1
55.6
42.3
72.4
40.6
38.9
IRGR
Backbone=T5-large
2024.01
97.6
89.4
50.2
36.8
62.1
31.8
32.4
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