Scene Parsing on IIIT5k

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	CLIP4STR-L (DataComp-1B)	99.6	Yes	CLIP4STR: A Simple Baseline for Scene Text Recog...	2023-05-23	Code
2	DTrOCR 105M	99.6	No	DTrOCR: Decoder-only Transformer for Optical Cha...	2023-08-30	Code
3	CLIP4STR-L	99.5	Yes	CLIP4STR: A Simple Baseline for Scene Text Recog...	2023-05-23	Code
4	CLIP4STR-B (DataComp-1B)	99.5	Yes	CLIP4STR: A Simple Baseline for Scene Text Recog...	2023-05-23	Code
5	CPPD	99.3	Yes	Context Perception Parallel Decoder for Scene Te...	2023-07-23	Code
6	CLIP4STR-B	99.2	Yes	CLIP4STR: A Simple Baseline for Scene Text Recog...	2023-05-23	Code
7	MGP-STR	98.8	Yes	Multi-Granularity Prediction for Scene Text Reco...	2022-09-08	Code
8	CCD-ViT-Small(ARD_2.8M)	98	Yes	Self-supervised Character-to-Character Distillat...	2022-11-01	Code
9	CCD-ViT-Base(ARD_2.8M)	98	Yes	Self-supervised Character-to-Character Distillat...	2022-11-01	Code
10	S-GTR	97.5	Yes	Visual Semantics Allow for Textual Reasoning Bet...	2021-12-24	Code
11	DiffusionSTR	97.3	No	DiffusionSTR: Diffusion Model for Scene Text Rec...	2023-06-29	-
12	CCD-ViT-Tiny(ARD_2.8M)	97.1	Yes	Self-supervised Character-to-Character Distillat...	2022-11-01	Code
13	SIGA_S	96.9	No	Self-supervised Implicit Glyph Attention for Tex...	2022-03-07	Code
14	MATRN	96.6	No	Multi-modal Text Recognition Networks: Interacti...	2021-11-30	Code
15	CDistNet (Ours)	96.57	No	CDistNet: Perceiving Multi-Domain Character Dist...	2021-11-22	Code
16	DPAN	96.2	No	-	-	Code