Who leads the NEU-DET benchmark?

defectdet-resnet currently leads NEU-DET with a score of 78.4 on map.

What is the state-of-the-art score on NEU-DET?

The state-of-the-art result on NEU-DET is 78.4 (map), achieved by defectdet-resnet as of 2025.

How many models are tracked on NEU-DET?

Codesota tracks 2 models on NEU-DET.

When was the NEU-DET leaderboard last updated?

The NEU-DET leaderboard on Codesota includes results through 2025.

Codesota · Benchmark · NEU-DETHome/Leaderboards/NEU-DET

Unknown

NEU-DET.

Name: NEU-DET Benchmark Results
Creator: Unknown
Published: 2025-01-01
License: https://creativecommons.org/licenses/by/4.0/

1,800 grayscale images of hot-rolled steel strip with 6 defect types: rolled-in scale, patches, crazing, pitted surface, inclusion, scratches.

Paper ↗Leaderboard ↓

§ 01 · Leaderboard

Results by metric.

Only 2 models on this benchmark

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map

Map is the reported evaluation metric for NEU-DET. 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 mapverifiedpapervendorcommunityunverified

Rank	Model	Trust	Score	Year	Links	Fix
01	defectdet-resnet ResNet-50 + FPN on steel surface defects.	paper	78.4	2025	Source ↗	Looks wrong?
02	DefectDet (ResNet) ResNet-50 + FPN on steel surface defects.	unverified	78.4	2025	Source ↗	Looks wrong?

§ 04 · Submit a result

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