Serial No. Exp No. Parameters Used PR AUC at mAP@0.5 Max F1 Achieved @IOU Best value of parameter
1 1 Baseline SGD w/ LR 0.01 0.105 0.09 @0.114 Best optimiser
2 2 Baseline Adam w/ LR 0.001 0.043 0.03 @0.071
3 3 SGD Momentum @0.9 0.089 0.07 @0.133
4 4 SGD Momentum @0.905 0.088 0.07 @0.153 Best value
5 5 SGD Momentum @0.91 0.094 0.07 @0.148
6 6 SGD Momentum @0.92 0.104 0.08 @0.106
7 7 SGD Warmup Epochs @2.5 0.109 0.09 @0.095 Best value
8 8 SGD Warmup Epochs @2.4 0.105 0.08 @0.125
9 9 SGD Warmup Momentum @0.801 0.108 0.09 @0.096 Best value
10 10 SGD Warmup Momentum @0.799 0.107 0.09 @0.1
11 11 SGD Weight Decay @0.000499 0.111 0.09 @0.113 Best value
12 12 SGD Weight Decay @0.000498 0.101 0.08 @0.09
13 13 SGD Warmup Bias LR @0.099 0.109 0.08 @0.099
14 14 SGD Warmup Bias LR @0.101 0.128 0.09 @0.116 Best vlaue
15 15 SGD Warmup Bias LR @0.102 0.107 0.08 @0.094