Performance on UCF101 is lower than the reported

[Jamine-W]

Thanks for sharing your code. I use your code to train on UCF101 with the suggested hyper-parameters (i.e., lr=0.001, trans_linear_out_dim=1152， img_size=224, tasks_per_batch =16, num_test_tasks=10000) and the same data loader. However, the 5-way 5-shot accuracy can only attain 94.8%, which is lower than your reported 96.1%. Are there any other tricks you used to improve the performance? Or I use the wrong hyper-parameters?

[frelwx]

I have the same problem with you, do u solve it ?

[bedman367]

I have the same problem with you, do u solve it ?

I've met the same troubles , and my machine can only support the options of resnet18 with img size 84x84 . On my machine, performance on ssv2(OTAM ) after traing 75000 tasks is 50.5+/-0.4 , perfomance on ucf101(ARN) after training 10000 tasks is 82.0+/-0.3. Have you solved this problem? QAQ

[frelwx]

I have the same problem with you, do u solve it ?

I've met the same troubles , and my machine can only support the options of resnet18 with img size 84x84 . On my machine, performance on ssv2(OTAM ) after traing 75000 tasks is 50.5+/-0.4 , perfomance on ucf101(ARN) after training 10000 tasks is 82.0+/-0.3. Have you solved this problem? QAQ

I try the setting with res50 and 224x224, and achive the same accuracy as stated in this paper. I think you should just replace res18 or increase the img size.

[xiaoc-git]

I use the code to train on hmdb51 with the suggested hyper-parameters and the same data loader. However, the 5-way 5-shot accuracy can only 74.3%, which is lower than the reported 75.6%. Besides,the accuracy on val set is much higher than in the test set,are you the same as me? And ,could you give me the correct video_reader document?I will be very grateful.([email protected])

[M77827]

I have the same problem with you, do u solve it ?

I've met the same troubles , and my machine can only support the options of resnet18 with img size 84x84 . On my machine, performance on ssv2(OTAM ) after traing 75000 tasks is 50.5+/-0.4 , perfomance on ucf101(ARN) after training 10000 tasks is 82.0+/-0.3. Have you solved this problem? QAQ

I try the setting with res50 and 224x224, and achive the same accuracy as stated in this paper. I think you should just replace res18 or increase the img size.

佬 ，你处理数据集是根据作者另一个仓库中给到的代码来处理的吗