Codesota · Benchmark · ImageNet-1KHome/Leaderboards/Vision & Documents/Image Classification/ImageNet-1K
Unknown

ImageNet-1K.

1.28M training images, 50K validation images across 1,000 object classes. The standard benchmark for image classification since 2012.

Paper ↗Leaderboard ↓Lineage
§ 01 · Leaderboard

Results by metric.

Found a wrong score or missing run?
Use row edits to send a sourced correction into moderation.
Add / edit result ↗Report issue ↗

top-1-accuracy

Top 1 Accuracy is the reported evaluation metric for ImageNet-1K. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for top-1-accuracyverifiedpapervendorcommunityunverified

Muted rows were not state of the art when published — an earlier or same-year result already scored better.

RankModelTrustScoreYearLinksFix
01coca-finetuned
Fetched from CodeSOTA API on 2026-04-20
vendor912026Source ↗Looks wrong?
02vit-g-14
Fetched from CodeSOTA API on 2026-04-20
vendor90.452026Source ↗Looks wrong?
03EVA-02-L
Fetched from CodeSOTA API on 2026-04-20
verified90.0562026Source ↗Looks wrong?
04EVA-Giant
Fetched from CodeSOTA API on 2026-04-20
verified89.792026Source ↗Looks wrong?
05InternImage-H
Fetched from CodeSOTA API on 2026-04-20
verified89.62026Source ↗Looks wrong?
06SigLIP-SO400M
Fetched from CodeSOTA API on 2026-04-20
verified89.412026Source ↗Looks wrong?
07convnext-v2-huge
Fetched from CodeSOTA API on 2026-04-20
vendor88.92026Source ↗Looks wrong?
08ViT-H/14 CLIP (LAION-2B)
Fetched from CodeSOTA API on 2026-04-20
verified88.6342026Source ↗Looks wrong?
09ConvNeXt-XXLarge (CLIP LAION)
Fetched from CodeSOTA API on 2026-04-20
verified88.6222026Source ↗Looks wrong?
10vit-h-14
Fetched from CodeSOTA API on 2026-04-20
vendor88.552026Source ↗Looks wrong?
11swin-large
Fetched from CodeSOTA API on 2026-04-20
vendor87.32026Source ↗Looks wrong?
12efficientnet-v2-l
Fetched from CodeSOTA API on 2026-04-20
vendor85.72026Source ↗Looks wrong?
13deit-b-distilled
Fetched from CodeSOTA API on 2026-04-20
vendor85.22026Source ↗Looks wrong?
14efficientnet-b7
Fetched from CodeSOTA API on 2026-04-20
vendor84.42026Source ↗Looks wrong?
15deit-b
Fetched from CodeSOTA API on 2026-04-20
vendor83.12026Source ↗Looks wrong?
16convnext-v2-tiny
Fetched from CodeSOTA API on 2026-04-20
vendor832026Source ↗Looks wrong?
17vit-l-16
Fetched from CodeSOTA API on 2026-04-20
vendor82.72026Source ↗Looks wrong?
18vit-b-16
Fetched from CodeSOTA API on 2026-04-20
vendor81.22026Source ↗Looks wrong?
19resnet-50-a3
Fetched from CodeSOTA API on 2026-04-20
vendor80.42026Source ↗Looks wrong?
20resnet-152
Fetched from CodeSOTA API on 2026-04-20
vendor78.62026Source ↗Looks wrong?
21efficientnet-b0
Fetched from CodeSOTA API on 2026-04-20
vendor77.12026Source ↗Looks wrong?
22resnet-50
Fetched from CodeSOTA API on 2026-04-20
vendor76.152026Source ↗Looks wrong?
Lineage

ImageNet in context.

See full vision benchmarks lineage →
Predecessors (1)
saturated2009-01
CIFAR-10/100
ImageNet replaced CIFAR as the canonical vision benchmark when GPU compute made large-scale image classification practical. AlexNet's 2012 ImageNet win effectively ended CIFAR's era as the frontier benchmark.
This benchmark (1)
saturated2009-06
ImageNet
§ 04 · Submit a result

Add to the leaderboard.

Submit a Result

Sign in to submit benchmark results for ImageNet-1K.

Sign in
← Back to Image Classification