Text Classification on CC3M-TagMask

Metric: Recall (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	NLTK	83.7	No	-	-	Code
2	TTD (w/ fine-tuning)	78	No	TTD: Text-Tag Self-Distillation Enhancing Image-...	2024-03-30	Code
3	TTD (w/o fine-tuning)	74.5	No	TTD: Text-Tag Self-Distillation Enhancing Image-...	2024-03-30	Code
4	Vicuna-7B	71	No	-	-	-
5	Vicuna-33B	70.7	No	-	-	-
6	Qwen-72B	56.2	No	Qwen Technical Report	2023-09-28	Code

#1NLTK
83.7
Recall
No paperCode
#2TTD (w/ fine-tuning)SOTA
78
Recall· 2024-03-30
TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias Code
#3TTD (w/o fine-tuning)
74.5
Recall· 2024-03-30
TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias Code
#4Vicuna-7B
71
Recall
No paper
#5Vicuna-33B
70.7
Recall
No paper
#6Qwen-72BSOTA
56.2
Recall· 2023-09-28
Qwen Technical Report Code