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Models/FSAF (ResNet-50)

FSAF (ResNet-50)

Reported on 30 benchmarks across 5 tasks · 1 paper

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

Methodology24 results

3DonCOCO minival
AP50· 2019-03-02
55
best: 82.1 (EVA)
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
3DonCOCO minival
AP75· 2019-03-02
37.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
3DonCOCO minival
APL· 2019-03-02
48.2
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
3DonCOCO minival
APM· 2019-03-02
39.6
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
3DonCOCO minival
APS· 2019-03-02
19.8
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
3DonCOCO minival
box AP· 2019-03-02
35.9
best: 66 (PE_spatial (DETA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D ClassificationonCOCO minival
AP50· 2019-03-02
55
best: 82.1 (EVA)
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D ClassificationonCOCO minival
AP75· 2019-03-02
37.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D ClassificationonCOCO minival
APL· 2019-03-02
48.2
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D ClassificationonCOCO minival
APM· 2019-03-02
39.6
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D ClassificationonCOCO minival
APS· 2019-03-02
19.8
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D ClassificationonCOCO minival
box AP· 2019-03-02
35.9
best: 66 (PE_spatial (DETA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D Object DetectiononCOCO minival
AP50· 2019-03-02
55
best: 82.1 (EVA)
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D Object DetectiononCOCO minival
AP75· 2019-03-02
37.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D Object DetectiononCOCO minival
APL· 2019-03-02
48.2
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D Object DetectiononCOCO minival
APM· 2019-03-02
39.6
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D Object DetectiononCOCO minival
APS· 2019-03-02
19.8
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
2D Object DetectiononCOCO minival
box AP· 2019-03-02
35.9
best: 66 (PE_spatial (DETA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
16konCOCO minival
AP50· 2019-03-02
55
best: 82.1 (EVA)
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
16konCOCO minival
AP75· 2019-03-02
37.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
16konCOCO minival
APL· 2019-03-02
48.2
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
16konCOCO minival
APM· 2019-03-02
39.6
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
16konCOCO minival
APS· 2019-03-02
19.8
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
16konCOCO minival
box AP· 2019-03-02
35.9
best: 66 (PE_spatial (DETA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621

Computer Vision6 results

Object DetectiononCOCO minival
AP50· 2019-03-02
55
best: 82.1 (EVA)
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
Object DetectiononCOCO minival
AP75· 2019-03-02
37.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
Object DetectiononCOCO minival
APL· 2019-03-02
48.2
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
Object DetectiononCOCO minival
APM· 2019-03-02
39.6
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
Object DetectiononCOCO minival
APS· 2019-03-02
19.8
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621
Object DetectiononCOCO minival
box AP· 2019-03-02
35.9
best: 66 (PE_spatial (DETA))
Feature Selective Anchor-Free Module for Single-Shot Object Detection arXiv:1903.00621