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.

Models/PoolFormer-S36 (Mask R-CNN)

PoolFormer-S36 (Mask R-CNN)

Reported on 15 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.

Methodology12 results

3DonCOCO minival
AP50· 2021-11-22
63.1
best: 82.1 (EVA)
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
3DonCOCO minival
AP75· 2021-11-22
44.8
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
3DonCOCO minival
box AP· 2021-11-22
41
best: 66 (PE_spatial (DETA))
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
2D ClassificationonCOCO minival
AP50· 2021-11-22
63.1
best: 82.1 (EVA)
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
2D ClassificationonCOCO minival
AP75· 2021-11-22
44.8
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
2D ClassificationonCOCO minival
box AP· 2021-11-22
41
best: 66 (PE_spatial (DETA))
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
2D Object DetectiononCOCO minival
AP50· 2021-11-22
63.1
best: 82.1 (EVA)
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
2D Object DetectiononCOCO minival
AP75· 2021-11-22
44.8
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
2D Object DetectiononCOCO minival
box AP· 2021-11-22
41
best: 66 (PE_spatial (DETA))
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
16konCOCO minival
AP50· 2021-11-22
63.1
best: 82.1 (EVA)
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
16konCOCO minival
AP75· 2021-11-22
44.8
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
16konCOCO minival
box AP· 2021-11-22
41
best: 66 (PE_spatial (DETA))
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418

Computer Vision3 results

Object DetectiononCOCO minival
AP50· 2021-11-22
63.1
best: 82.1 (EVA)
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
Object DetectiononCOCO minival
AP75· 2021-11-22
44.8
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418
Object DetectiononCOCO minival
box AP· 2021-11-22
41
best: 66 (PE_spatial (DETA))
MetaFormer Is Actually What You Need for Vision arXiv:2111.11418