Text Classification on DODF Data

Metric: Weighted F1 (higher is better)

LeaderboardDataset

Results

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#	Model↕	Weighted F1▼	Extra Data	Paper	Date↕	Code
1	ULMFiT (pre-trained vocab, no gradual unfreezing)	0.9257	No	-	-	Code
2	ULMFiT (pre-trained vocab)	0.9088	No	-	-	Code
3	SVM + word counts (pre-trained vocab)	0.9049	No	-	-	Code
4	ULMFiT (no pre-trained vocab)	0.8974	No	-	-	Code
5	SVM + tf-idf (no pre-trained vocab)	0.8917	No	-	-	Code

#1ULMFiT (pre-trained vocab, no gradual unfreezing)
0.9257
Weighted F1
No paperCode
#2ULMFiT (pre-trained vocab)
0.9088
Weighted F1
No paperCode
#3SVM + word counts (pre-trained vocab)
0.9049
Weighted F1
No paperCode
#4ULMFiT (no pre-trained vocab)
0.8974
Weighted F1
No paperCode
#5SVM + tf-idf (no pre-trained vocab)
0.8917
Weighted F1
No paperCode