Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SOD

small obstacle detection

noneIntroduced 2020-03-12

Aiming

Detect small obstacles, like lost and found.

frames

3000+ picture.

3000+ claimed labelled.

1600 actually labelled.

Benchmarks

16k/MAE 16k/F-measure 2D Classification/MAE 2D Classification/F-measure 2D Object Detection/MAE 2D Object Detection/F-measure 3D/MAE 3D/F-measure Object Detection/MAE Object Detection/F-measure RGB Salient Object Detection/MAE RGB Salient Object Detection/F-measure Salient Object Detection/Fwβ Salient Object Detection/MAE Salient Object Detection/Sm Salient Object Detection/relaxFbβ Salient Object Detection/{max}Fβ

Related Benchmarks

SOD4SB Private Test/16k/AP50 SOD4SB Private Test/2D Classification/AP50 SOD4SB Private Test/2D Object Detection/AP50 SOD4SB Private Test/3D/AP50 SOD4SB Private Test/Object Detection/AP50 SOD4SB Private Test/Small Object Detection/AP50 SOD4SB Public Test/16k/AP50 SOD4SB Public Test/2D Classification/AP50 SOD4SB Public Test/2D Object Detection/AP50 SOD4SB Public Test/3D/AP50 SOD4SB Public Test/Object Detection/AP50 SOD4SB Public Test/Small Object Detection/AP50 SODA Dataset/10-shot image generation/mIOU SODA Dataset/2D Object Detection/mIOU SODA Dataset/Scene Segmentation/mIOU SODA Dataset/Semantic Segmentation/mIOU SODA-D/16k/mAP@0.5:0.95 SODA-D/2D Classification/mAP@0.5:0.95 SODA-D/2D Object Detection/mAP@0.5:0.95 SODA-D/3D/mAP@0.5:0.95 SODA-D/Object Detection/mAP@0.5:0.95 SODA-D/Small Object Detection/mAP@0.5:0.95

Statistics

Papers: 8
Benchmarks: 17

Links

Tasks

16k 2D Classification 2D Object Detection 3D Object Detection RGB Salient Object Detection Salient Object Detection Self-Driving Cars