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Object Detection
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Object Detection on
IndustReal
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mAP
57.5
59.15
60.8
62.45
64.1
2023-10
2026-09
YoloV8 — 64.1 (2023-10-26)
YoloV8 (synthetic data only) — 57.5 (2023-10-26)
YoloV8 — 64.1 (2023-10-26)
YoloV8 (synthetic data only) — 57.5 (2023-10-26)
YoloV8 — 64.1 (2023-10-26)
YoloV8 (synthetic data only) — 57.5 (2023-10-26)
YoloV8 — 64.1 (2023-10-26)
YoloV8 (synthetic data only) — 57.5 (2023-10-26)
YoloV8 — 64.1 (2023-10-26)
YoloV8 (synthetic data only) — 57.5 (2023-10-26)
YoloV8 — 64.1 (2023-10-26)
2023-10-26 — YoloV8: mAP 64.1
Rank
Model
mAP
Paper
Code
Year
1
YoloV8
64.1
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
timschoonbeek/industreal
2023
2
YoloV8 (synthetic data only)
57.5
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
timschoonbeek/industreal
2023
3
YoloV8
64.1
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
timschoonbeek/industreal
2023
4
YoloV8 (synthetic data only)
57.5
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
timschoonbeek/industreal
2023
5
YoloV8
64.1
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
timschoonbeek/industreal
2023
6
YoloV8 (synthetic data only)
57.5
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
timschoonbeek/industreal
2023
7
YoloV8
64.1
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
timschoonbeek/industreal
2023
8
YoloV8 (synthetic data only)
57.5
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
timschoonbeek/industreal
2023
9
YoloV8
64.1
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
timschoonbeek/industreal
2023
10
YoloV8 (synthetic data only)
57.5
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
timschoonbeek/industreal
2023
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