Recent studyBlind TTS Elo is live. Compare two anonymous voice samples, vote after listening, and help separate real preference signal from noise.Vote in the study ->
Codesota · Tasks · Document Image ClassificationHome/Tasks/Computer Vision/Document Image Classification
Computer Vision

Document Image Classification.

Classifying documents by type or category

7
Datasets
63
Results
accuracy
Canonical metric
§ 02 · Canonical benchmark

The reference dataset.

aip

Dataset from Papers With Code

Primary metric: accuracy
View full leaderboard →
§ 03 · Top 10

Leading models.

Leading models on aip.

#Modeltop-1-accuracy-verbYearSource
★ResNet-RS (ResNet-200 + RS training tricks)✓83.42021paper ↗

What were you looking for on Document Image Classification?

Didn't find the model, metric, or dataset you needed? Tell us in one line. We read every message and reply within 48 hours.

§ 04 · All datasets

Tracked datasets.

7 datasets tracked for this task.

aip
CANONICAL
1 result · accuracy
Top: ResNet-RS (ResNet-200 + RS training tricks) — 83.4
rvl-cdip
38 results · accuracy
Top: EAML — 97.7
tobacco-3482
18 results · accuracy
Top: HEADoC-Large — 96.7
noisy-bangla-characters
2 results · accuracy
Top: PCGAN-CHAR — 89.5
noisy-bangla-numeral
2 results · accuracy
Top: PCGAN-CHAR — 96.7
n-mnist
1 result · accuracy
Top: Pixel-level RC — 97.6
noisy-mnist
1 result · accuracy
Top: PCGAN-CHAR — 98.4
§ 05 · Related tasks

Other tasks in Computer Vision.

Document Layout AnalysisDocument ParsingDocument UnderstandingGeneral OCR CapabilitiesHandwriting RecognitionImage Feature ExtractionImage-to-3DImage-to-Image
Reply within 48 hours · No newsletter

Didn't find what you came for?

Still looking for something on Document Image Classification? A missing model, a stale score, a benchmark we should cover — drop it here and we'll handle it.

Real humans read every message. We track what people are asking for and prioritize accordingly.