SOTAVerified|Agents Browse Leaderboard About

Defocus Blur Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 11–15 of 15 papers

Title	Date	Tasks	Status	Hype
Just Noticeable Defocus Blur Detection and Estimation	Jun 1, 2015	Defocus Blur Detection	—Unverified	0
Rethinking the Defocus Blur Detection Problem and A Real-Time Deep DBD Model	Aug 1, 2020	Data AugmentationDefocus Blur Detection	—Unverified	0
Distill-DBDGAN: Knowledge Distillation and Adversarial Learning Framework for Defocus Blur Detection	Feb 1, 2023	Defocus Blur DetectionGenerative Adversarial Network	CodeCode Available	0
Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offs	Mar 12, 2024	Airbubbles DetectionAnomaly Detection	CodeCode Available	0
Are you sure it’s an artifact? Artifact detection and uncertainty quantification in histological images	Dec 23, 2023	Anomaly DetectionArtifact Detection	CodeCode Available	0

Show:10 25 50

← PrevPage 2 of 2Next →

All datasets CUHK CTCUG DUT EBD SZU blur detection

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Distill-DBDGAN	Mean absolute error	0.04	—	Unverified
2	D-DFFNet	MAE	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	D-DFFNet	IoU	0.88	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distill-DBDGAN	Mean absolute error	0.07	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	D-DFFNet	MAE	0.08	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distill-DBDGAN	Mean absolute error	0.07	—	Unverified