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rf and deimv2 values are update on xl and xxl scale

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esat 2026-04-20 15:06:21 +03:00
parent 66f9bbd32d
commit 296b50bf73
1 changed files with 14 additions and 11 deletions
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25
working_dir/benchmark_plot.py
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@ -331,8 +331,8 @@ BENCHMARKS = {
("s", 4.1, {"ap": 53.0, "ap50": 72.0, "ap75": 57.1, "ap_small": 31.8, "ap_medium": 58.4, "ap_large": 73.1}),
("m", 5.2, {"ap": 54.7, "ap50": 73.6, "ap75": 59.1, "ap_small": 35.9, "ap_medium": 59.8, "ap_large": 73.7}),
("l", 8.1, {"ap": 56.5, "ap50": 75.1, "ap75": 61.2, "ap_small": 39.0, "ap_medium": 61.0, "ap_large": 74.0}),
("x", 17.2, {"ap": 58.6, "ap50": 77.5, "ap75": 64.0, "ap_small": 40.8, "ap_medium": 64.3, "ap_large": 76.3}),
("xxl", 27.0, {"ap": 60.1, "ap50": 78.5, "ap75": 65.8, "ap_small": 43.7, "ap_medium": 65.1, "ap_large": 76.3}),
("x", 16.9, {"ap": 58.6, "ap50": 77.5, "ap75": 64.0, "ap_small": 40.8, "ap_medium": 64.3, "ap_large": 76.3}),
("xxl", 26.4, {"ap": 60.1, "ap50": 78.5, "ap75": 65.8, "ap_small": 43.7, "ap_medium": 65.1, "ap_large": 76.3}),
],
"YOLO26_RTDETR (obj365)": [
("l", 8.1, {"ap": 56.7, "ap50": 74.3, "ap75": 61.8, "ap_small": 41.7, "ap_medium": 61.1, "ap_large": 71.0}),
@ -346,12 +346,10 @@ BENCHMARKS = {
("x", 18.4, {"ap": 58.3, "ap50": 76.9, "ap75": 63.3, "ap_small": 40.9, "ap_medium": 63.3, "ap_large": 74.8}),
],
"DEIMv2 (Ultralytics)": [
("xl", 14.9, {"ap": 58.0, "ap50": 75.3, "ap75": 63.2, "ap_small": 39.6, "ap_medium": 63.3, "ap_large": 76.3}),
("xxl", 32.9, {"ap": 59.8, "ap50": 77.1, "ap75": 65.3, "ap_small": 42.8, "ap_medium": 65.5, "ap_large": 77.1}),
# ("l", 10.7, {"ap": 56.2, "ap50": 73.5, "ap75": 61.2, "ap_small": 37.1, "ap_medium": 61.3, "ap_large": 74.9}),
("xl", 14.6, {"ap": 58.0, "ap50": 75.3, "ap75": 63.2, "ap_small": 39.6, "ap_medium": 63.3, "ap_large": 76.3}),
("xxl", 32.6, {"ap": 59.8, "ap50": 77.1, "ap75": 65.3, "ap_small": 42.8, "ap_medium": 65.5, "ap_large": 77.1}),
],
# "DEIMv2 (Ultralytics)": [
# ("l", 9.9, {"ap": 56.2, "ap50": 73.5, "ap75": 61.2, "ap_small": 37.1, "ap_medium": 61.3, "ap_large": 74.9}),
# ],
# "DEIMv2 (Ultralytics, obj365)": [
# ("l", 9.9, {"ap": 57.8, "ap50": 75.0, "ap75": 63.1, "ap_small": 39.7, "ap_medium": 62.6, "ap_large": 75.8}),
# ],
@ -432,19 +430,24 @@ BENCHMARKS = {
("s", 4.1, {"ap": 53.0, "ap50": 72.0, "ap75": 57.1, "ap_small": 31.8, "ap_medium": 58.4, "ap_large": 73.1}),
("m", 5.2, {"ap": 54.7, "ap50": 73.6, "ap75": 59.1, "ap_small": 35.9, "ap_medium": 59.8, "ap_large": 73.7}),
("l", 8.1, {"ap": 56.5, "ap50": 75.1, "ap75": 61.2, "ap_small": 39.0, "ap_medium": 61.0, "ap_large": 74.0}),
("x", 17.2, {"ap": 58.6, "ap50": 77.5, "ap75": 64.0, "ap_small": 40.8, "ap_medium": 64.3, "ap_large": 76.3}),
("xxl", 27.0, {"ap": 60.1, "ap50": 78.5, "ap75": 65.8, "ap_small": 43.7, "ap_medium": 65.1, "ap_large": 76.3}),
("x", 16.9, {"ap": 58.6, "ap50": 77.5, "ap75": 64.0, "ap_small": 40.8, "ap_medium": 64.3, "ap_large": 76.3}),
("xxl", 26.4, {"ap": 60.1, "ap50": 78.5, "ap75": 65.8, "ap_small": 43.7, "ap_medium": 65.1, "ap_large": 76.3}),
],
# "DEIMv2 (Ultralytics, obj365)": [
# ("l", 9.9, {"ap": 57.8, "ap50": 75.0, "ap75": 63.1, "ap_small": 39.7, "ap_medium": 62.6, "ap_large": 75.8}),
# ],
"DEIMv2 (Ultralytics)": [
("xl", 14.9, {"ap": 58.0, "ap50": 75.3, "ap75": 63.2, "ap_small": 39.6, "ap_medium": 63.3, "ap_large": 76.3}),
("xxl", 32.9, {"ap": 59.8, "ap50": 77.1, "ap75": 65.3, "ap_small": 42.8, "ap_medium": 65.5, "ap_large": 77.1}),
# ("l", 10.7, {"ap": 56.2, "ap50": 73.5, "ap75": 61.2, "ap_small": 37.1, "ap_medium": 61.3, "ap_large": 74.9}),
("xl", 14.6, {"ap": 58.0, "ap50": 75.3, "ap75": 63.2, "ap_small": 39.6, "ap_medium": 63.3, "ap_large": 76.3}),
("xxl", 32.6, {"ap": 59.8, "ap50": 77.1, "ap75": 65.3, "ap_small": 42.8, "ap_medium": 65.5, "ap_large": 77.1}),
],
"YOLO26_RTDETR (obj365)": [
("l", 8.1, {"ap": 56.7, "ap50": 74.3, "ap75": 61.8, "ap_small": 41.7, "ap_medium": 61.1, "ap_large": 71.0}),
],
"YOLO26_RTDETR": [
("l", 8.2, {"ap": 55.3, "ap50": 73.0, "ap75": 60.2, "ap_small": 39.6, "ap_medium": 59.3, "ap_large": 70.7}),
],
},
},
}