|
RDVS (E↑) |
RDVS (S↑) |
RDVS (F↑) |
RDVS (M↓) |
ViDSOD-100 (E↑) |
ViDSOD-100 (S↑) |
ViDSOD-100 (F↑) |
ViDSOD-100 (M↓) |
DViSal (E↑) |
DViSal (S↑) |
DViSal (F↑) |
DViSal (M↓) |
| 论文结果 |
0.913 |
0.879 |
0.827 |
0.026 |
0.918 |
0.894 |
0.868 |
0.020 |
0.914 |
0.840 |
0.818 |
0.046 |
| 权重评估 |
0.913 |
0.880 |
0.827 |
0.026 |
0.924 |
0.894 |
0.868 |
0.020 |
0.911 |
0.843 |
0.832 |
0.042 |
| 自己训练 |
0.883 |
0.853 |
0.786 |
0.026 |
0.829 |
0.769 |
0.663 |
0.050 |
0.908 |
0.841 |
0.815 |
0.045 |
The evaluation results in the second row were obtained using the weights file provided by the author, while the third row shows the results I got after training and evaluating myself based on the parameters in the paper and code. Should the parameter settings for these three datasets be the same? I also trained on a 3090. By checking the folder with the output saliency files provided by the author, I can see that the test sets are completely identical, so we can infer that the training sets are also the same, which confuses me. If you need any files from me, feel free to contact me. I hope to get an answer, thanks a lot.
These are the parameter settings
iters=2000,
sam2_config='configs/sam2.1/sam2.1_hiera_l.yaml',
sam2_ckpt='checkpoints/sam2.1_hiera_large.pt',
batch_size=1,
n_gpu=1,
local_rank=0,
base_lr=0.0001,
warmup=False,
warmup_period=10,
logpath=None,
frame_length=10,
num_frame_queries=30,
num_video_queries=8,
enable_memory=True
The evaluation results in the second row were obtained using the weights file provided by the author, while the third row shows the results I got after training and evaluating myself based on the parameters in the paper and code. Should the parameter settings for these three datasets be the same? I also trained on a 3090. By checking the folder with the output saliency files provided by the author, I can see that the test sets are completely identical, so we can infer that the training sets are also the same, which confuses me. If you need any files from me, feel free to contact me. I hope to get an answer, thanks a lot.
These are the parameter settings
iters=2000,
sam2_config='configs/sam2.1/sam2.1_hiera_l.yaml',
sam2_ckpt='checkpoints/sam2.1_hiera_large.pt',
batch_size=1,
n_gpu=1,
local_rank=0,
base_lr=0.0001,
warmup=False,
warmup_period=10,
logpath=None,
frame_length=10,
num_frame_queries=30,
num_video_queries=8,
enable_memory=True