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Text Classification on 9 classification datasets Aggregate (test val)
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52.7
LM Avg. Accuracy
OPT
39.388
42.844
46.3
49.756
Oct 4, 2022
LM Avg. Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
LM Avg. Accuracy
OPT
Params=2.7B
2022.10
52.7
NEO
Params=2.7B
2022.10
52.3
NEO + UL
Params=2.7B, Epoch=5.4
2022.10
52.3
NEO + UL+
Params=2.7B, Epoch=10.8
2022.10
51.9
OPT
Params=1.3B
2022.10
50.6
NEO
Params=1.3B
2022.10
49.8
NEO + UL
Params=1.3B, Epoch=8
2022.10
49.7
NEO + UL+
Params=1.3B, Epoch=13.8
2022.10
49.7
NEO
Params=125M
2022.10
43.4
NEO + UL
Params=125M, Epoch=11
2022.10
42.6
OPT
Params=125M
2022.10
42.4
NEO + UL+
Params=125M, Epoch=17.2
2022.10
39.9
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