Document Text Classification on ANIMAL

Metric: Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	Jigsaw-ViT	89	No	Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Tr...	2022-07-25	Code
2	SURE	89	No	SURE: SUrvey REcipes for building reliable and r...	2024-03-01	Code
3	CLIPCleaner	88.85	No	CLIPCleaner: Cleaning Noisy Labels with CLIP	2024-08-19	Code
4	PSSCL	88.74	No	-	-	Code
5	SSR	88.5	No	SSR: An Efficient and Robust Framework for Learn...	2021-11-22	Code
6	BtR	88.5	No	Bootstrapping the Relationship Between Images an...	2022-10-17	Code
7	SPR	86.8	No	Scalable Penalized Regression for Noise Detectio...	2022-03-15	Code
8	Dynamic Loss	86.5	No	Dynamic Loss For Robust Learning	2022-11-22	Code
9	GNL	85.9	No	Partial Label Supervision for Agnostic Generativ...	2023-08-02	Code
10	C2MT	85.9	No	-	-	Code
11	InstanceGM with ConvNeXt	84.7	No	Instance-Dependent Noisy Label Learning via Grap...	2022-09-02	Code
12	InstanceGM	84.6	No	Instance-Dependent Noisy Label Learning via Grap...	2022-09-02	Code
13	Nested+Co-teaching (NCT)	84.1	No	Compressing Features for Learning with Noisy Lab...	2022-06-27	Code
14	PLC	83.4	No	Learning with Feature-Dependent Label Noise: A P...	2021-03-13	Code
15	InstanceGM with ResNet	82.3	No	Instance-Dependent Noisy Label Learning via Grap...	2022-09-02	Code
16	SELFIE	81.8	No	-	-	Code
17	CE + Dropout	81.3	No	Boosting Co-teaching with Compression Regulariza...	2021-04-28	Code
18	Nested Dropout	81.3	No	Boosting Co-teaching with Compression Regulariza...	2021-04-28	Code
19	Cross Entropy	79.4	No	Learning with Feature-Dependent Label Noise: A P...	2021-03-13	Code