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SotA/Audio/2D Semantic Segmentation

2D Semantic Segmentation

188 benchmarks79 papers

Benchmarks

2D Semantic Segmentation on ICDAR2013

Accuracy

2D Semantic Segmentation on SVT

Accuracy

2D Semantic Segmentation on PASCAL VOC 2012

mIoUMean IoUMean IoU (test)

2D Semantic Segmentation on Visual Genome

mR@20F@100ng-mR@20Recall@50R@100mR@100mR@50mean Recall @20mean Recall @100Recall@100Recall@20R@50zR@100zR@20zR@50

2D Semantic Segmentation on ICDAR2015

Accuracy

2D Semantic Segmentation on Deep Indices

mIoU

2D Semantic Segmentation on CUTE80

Accuracy

2D Semantic Segmentation on IIIT5k

Accuracy

2D Semantic Segmentation on SVTP

Accuracy

2D Semantic Segmentation on CAMO-FS

mask AP

2D Semantic Segmentation on ICDAR 2003

Accuracy

2D Semantic Segmentation on LaPa

Mean F1

2D Semantic Segmentation on Cityscapes val

mIoU

2D Semantic Segmentation on PSG Dataset

mR@20R@20

2D Semantic Segmentation on Stanford2D3D Panoramic

3DIoUCorner ErrorPixel Error

2D Semantic Segmentation on Real20

PSNRSSIM

2D Semantic Segmentation on VRD Relationship Detection

R@100R@50

2D Semantic Segmentation on Yelp Review Dataset (Small)

G-Score (BLEU, Accuracy)

2D Semantic Segmentation on BRIGHT

mIOU

2D Semantic Segmentation on CelebAMask-HQ

Mean F1

2D Semantic Segmentation on PASCAL-Part

mIoU

2D Semantic Segmentation on SIR^2(Objects)

SSIMPSNR

2D Semantic Segmentation on VRD Phrase Detection

R@100R@50

2D Semantic Segmentation on VRD Predicate Detection

R@100R@50

2D Semantic Segmentation on CIHP

Mean IoU

2D Semantic Segmentation on CamVid

Mean IoUmIoU

2D Semantic Segmentation on SIR^2(Postcard)

PSNRSSIM

2D Semantic Segmentation on SIR^2(Wild)

PSNRSSIM

2D Semantic Segmentation on 4D-OR

F1

2D Semantic Segmentation on MSD (Mirror Segmentation Dataset)

IoUF-measureMAE

2D Semantic Segmentation on Nature

PSNRSSIM

2D Semantic Segmentation on PMD

IoUF-measureMAE

2D Semantic Segmentation on PanoContext

3DIoU

2D Semantic Segmentation on VSPW

mIoU

2D Semantic Segmentation on WOST

1:1 Accuracy

2D Semantic Segmentation on WildScenes

mIoUmIoU (Temporal DA) mIoU (Env DA)

2D Semantic Segmentation on YUP++

Accuracy (%)

2D Semantic Segmentation on xBD

Weighted Average F1-scoreLocalization F1-scoreClassification F1-score

2D Semantic Segmentation on IC19-Art

Accuracy (%)

2D Semantic Segmentation on MAS3K

mIoUS-measureE-measureMAE

2D Semantic Segmentation on PRO-teXt

CDEMDF1

2D Semantic Segmentation on Pascal Panoptic Parts

mIoUPartS

2D Semantic Segmentation on RMAS

mIoUS-measureE-measureMAE

2D Semantic Segmentation on AID

Accuracy

2D Semantic Segmentation on All-day CityScapes

mIoU

2D Semantic Segmentation on COCO-Text

1:1 Accuracy

2D Semantic Segmentation on HOST

1:1 Accuracy

2D Semantic Segmentation on Helen

Mean F1

2D Semantic Segmentation on Human3.6M

mIoU

2D Semantic Segmentation on LaRS

QF1μmIoU

2D Semantic Segmentation on Multispectral Video Semantic Segmentation

mIoU

2D Semantic Segmentation on Semantic Scene Understanding Challenge (passive actuation & ground-truth localisation)

OMQavg_pairwiseavg_labelavg_spatialavg_fp_quality

2D Semantic Segmentation on Uber-Text

Accuracy (%)

2D Semantic Segmentation on 3R-Scan

Top-5 Accuracy

2D Semantic Segmentation on ADE20K

mIoUTop 1 AccuracyMean IoU (test)

2D Semantic Segmentation on HuTu 80

Dice

2D Semantic Segmentation on ImageNet-VidVRD

Recall@100Recall@50mAP

2D Semantic Segmentation on MARIDA

IoUF1F1@M

2D Semantic Segmentation on MIT Indoor Scenes

Accuracy10-stage average accuracy

2D Semantic Segmentation on PASCAL VOC

mIoUmAP0.5

2D Semantic Segmentation on PGDP5K

Total Accuracy

2D Semantic Segmentation on Places365

Top 1 AccuracyTop 5 Accuracy

2D Semantic Segmentation on RELLIS-3D

Mean IoU (class)

2D Semantic Segmentation on SUN-RGBD

Accuracy (%)

2D Semantic Segmentation on SUN397

Accuracy

2D Semantic Segmentation on SoccerNet-v2

mIoU

2D Semantic Segmentation on VRD

Recall@50R@50 k=1

2D Semantic Segmentation on VidOR

Recall@100Recall@50mAP

2D Semantic Segmentation on ADE20K val

Mean IoU

2D Semantic Segmentation on ATR

pACC

2D Semantic Segmentation on COCO val2017

mask AP

2D Semantic Segmentation on Cityscapes test

mIoU

2D Semantic Segmentation on EVD4UAV

Detection: Full (mAP@0.5)

2D Semantic Segmentation on Extended heartSeg

Average IOU

2D Semantic Segmentation on GF-PA66 3D XCT

Jaccard (Mean)

2D Semantic Segmentation on GQA

zR@100zR@20zR@50

2D Semantic Segmentation on GYAFC

BLEU

2D Semantic Segmentation on IC13

Accuracy

2D Semantic Segmentation on ImageNet

GFLOPs

2D Semantic Segmentation on MHP v2.0

Mean IoU

2D Semantic Segmentation on MM-OR

Macro F1

2D Semantic Segmentation on MS-COCO

R@100R@20R@50mR@100mR@20mR@50

2D Semantic Segmentation on MSD Heart

mIoU

2D Semantic Segmentation on OxfordPets

Dice Score

2D Semantic Segmentation on PASCAL-Person-Part

mIoU

2D Semantic Segmentation on Rent3D++

COLOR (All Surfaces)FID (All Surfaces)FREQ (All Surfaces)SUBS (All Surfaces)TILE (All Surfaces)

2D Semantic Segmentation on SUN360

Median Relighting Error

2D Semantic Segmentation on SVT-P

Accuracy

2D Semantic Segmentation on ScanNet

Average RecallmIoU

2D Semantic Segmentation on Semantic Scene Understanding Challenge (active actuation & ground-truth localisation)

OMQavg_pairwiseavg_labelavg_spatialavg_fp_quality

2D Semantic Segmentation on WaterScenes

mIoU

2D Semantic Segmentation on WorldFloods

Category mIoUGMacMParams

2D Semantic Segmentation on Yelp Review Dataset (Large)

G-Score (BLEU, Accuracy)BLEU

2D Semantic Segmentation on iBugMask

Average F1

2D Semantic Segmentation on Argoverse

mAPmIOUmIoU

2D Semantic Segmentation on KITTI2012

mAPmIoU

2D Semantic Segmentation on Kitti Odometry

mAPmIOU

2D Semantic Segmentation on Kitti Raw

mAPmIoU

2D Semantic Segmentation on MSDA

Average Accuracy

2D Semantic Segmentation on Realtor360

3DIoU

2D Semantic Segmentation on Time Series Prediction Benchmarks

1:3 Accuracy