paper-with-me

Robust Object Detection 벤치마크

Robust Object Detection on COCO (Common Objects in Context)

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mPC [AP]

18.2 18.75 19.3 19.85 20.4 2019-07 2026-11 Faster R-CNN with Stylized Training Data — 20.4 (2019-07-17) Faster R-CNN — 18.2 (2019-07-17) Faster R-CNN with Stylized Training Data — 20.4 (2019-07-17) Faster R-CNN — 18.2 (2019-07-17) Faster R-CNN with Stylized Training Data — 20.4 (2019-07-17) Faster R-CNN — 18.2 (2019-07-17) Faster R-CNN with Stylized Training Data — 20.4 (2019-07-17) Faster R-CNN — 18.2 (2019-07-17) Faster R-CNN with Stylized Training Data — 20.4 (2019-07-17) Faster R-CNN — 18.2 (2019-07-17) Faster R-CNN with Stylized Training Data — 20.4 (2019-07-17)
RankModel mPC [AP]rPC [%] PaperCodeYear
1 Faster R-CNN with Stylized Training Data 20.458.9 Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming bethgelab/imagecorruptions · bethgelab/robust-detection-benchmark · bethgelab/stylize-datasets · +1 2019
2 Faster R-CNN 18.250.2 Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming bethgelab/imagecorruptions · bethgelab/robust-detection-benchmark · bethgelab/stylize-datasets · +1 2019
3 Faster R-CNN with Stylized Training Data 20.458.9 Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming bethgelab/imagecorruptions · bethgelab/robust-detection-benchmark · bethgelab/stylize-datasets · +1 2019
4 Faster R-CNN 18.250.2 Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming bethgelab/imagecorruptions · bethgelab/robust-detection-benchmark · bethgelab/stylize-datasets · +1 2019
5 Faster R-CNN with Stylized Training Data 20.458.9 Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming bethgelab/imagecorruptions · bethgelab/robust-detection-benchmark · bethgelab/stylize-datasets · +1 2019
6 Faster R-CNN 18.250.2 Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming bethgelab/imagecorruptions · bethgelab/robust-detection-benchmark · bethgelab/stylize-datasets · +1 2019
7 Faster R-CNN with Stylized Training Data 20.458.9 Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming bethgelab/imagecorruptions · bethgelab/robust-detection-benchmark · bethgelab/stylize-datasets · +1 2019
8 Faster R-CNN 18.250.2 Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming bethgelab/imagecorruptions · bethgelab/robust-detection-benchmark · bethgelab/stylize-datasets · +1 2019
9 Faster R-CNN with Stylized Training Data 20.458.9 Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming bethgelab/imagecorruptions · bethgelab/robust-detection-benchmark · bethgelab/stylize-datasets · +1 2019
10 Faster R-CNN 18.250.2 Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming bethgelab/imagecorruptions · bethgelab/robust-detection-benchmark · bethgelab/stylize-datasets · +1 2019
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