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Models/GFL + Test Time Augmentation

GFL + Test Time Augmentation

Reported on 12 benchmarks across 6 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology8 results

3DonSOD4SB Private Test
AP50· uses extra data· 2023-07-21
23.7
best: 30.3 (Weighted Box Fusion (WBF))
SOTA
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748
2D ClassificationonSOD4SB Private Test
AP50· uses extra data· 2023-07-21
23.7
best: 30.3 (Weighted Box Fusion (WBF))
SOTA
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748
2D Object DetectiononSOD4SB Private Test
AP50· uses extra data· 2023-07-21
23.7
best: 30.3 (Weighted Box Fusion (WBF))
SOTA
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748
16konSOD4SB Private Test
AP50· uses extra data· 2023-07-21
23.7
best: 30.3 (Weighted Box Fusion (WBF))
SOTA
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748
3DonSOD4SB Public Test
AP50· uses extra data· 2023-07-21
73.1
best: 77.6 (Weighted Box Fusion (WBF))
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748
2D ClassificationonSOD4SB Public Test
AP50· uses extra data· 2023-07-21
73.1
best: 77.6 (Weighted Box Fusion (WBF))
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748
2D Object DetectiononSOD4SB Public Test
AP50· uses extra data· 2023-07-21
73.1
best: 77.6 (Weighted Box Fusion (WBF))
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748
16konSOD4SB Public Test
AP50· uses extra data· 2023-07-21
73.1
best: 77.6 (Weighted Box Fusion (WBF))
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748

Computer Vision4 results

Object DetectiononSOD4SB Private Test
AP50· uses extra data· 2023-07-21
23.7
best: 30.3 (Weighted Box Fusion (WBF))
SOTA
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748
Small Object DetectiononSOD4SB Private Test
AP50· uses extra data· 2023-07-21
23.7
best: 30.3 (Weighted Box Fusion (WBF))
SOTA
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748
Object DetectiononSOD4SB Public Test
AP50· uses extra data· 2023-07-21
73.1
best: 77.6 (Weighted Box Fusion (WBF))
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748
Small Object DetectiononSOD4SB Public Test
AP50· uses extra data· 2023-07-21
73.1
best: 77.6 (Weighted Box Fusion (WBF))
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation arXiv:2307.11748