VLP-RVOS (VLMo)
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2024.05 | 0.783 | - | - | - | - | - | 0.766 | 0.471 | - | |
2024.05 | 0.779 | - | - | - | - | - | 0.759 | 0.46 | - | |
2024.06 | 0.74 | 0.976 | 0.931 | 0.726 | 0.23 | 0 | 0.731 | - | - | |
2023.08 | 0.74 | 0.976 | 0.931 | 0.726 | 0.23 | 0 | 0.731 | 0.455 | - | |
2023.07 | 0.737 | - | - | - | - | - | 0.725 | 0.45 | - | |
2024.06 | 0.737 | - | - | - | - | - | 0.725 | - | - | |
2024.05 | 0.737 | - | - | - | - | - | 0.723 | 0.446 | - | |
2023.08 | 0.737 | - | - | - | - | - | 0.725 | 0.45 | - | |
2024.06 | 0.736 | 0.969 | 0.914 | 0.711 | 0.213 | 0.1 | 0.723 | - | - | |
2024.05 | 0.736 | - | - | - | - | - | 0.719 | 0.442 | - | |
2024.06 | 0.735 | 0.961 | 0.904 | 0.71 | 0.219 | 0.2 | 0.719 | - | - | |
2024.05 | 0.735 | - | - | - | - | - | 0.719 | - | - | |
2024.06 | 0.733 | 0.968 | 0.908 | 0.71 | 0.232 | 0.3 | 0.724 | - | - | |
2024.06 | 0.732 | 0.963 | 0.901 | 0.704 | 0.205 | 0.2 | 0.725 | - | - | |
2023.07 | 0.73 | - | - | - | - | - | 0.718 | 0.437 | - | |
2024.06 | 0.73 | 0.962 | 0.902 | 0.702 | 0.21 | 0.3 | 0.718 | - | - | |
2023.08 | 0.73 | 0.962 | 0.902 | 0.702 | 0.21 | 0.003 | 0.718 | 0.43 | - | |
2023.07 | 0.728 | - | - | - | - | - | 0.717 | 0.444 | - | |
2024.05 | 0.728 | - | - | - | - | - | 0.715 | 0.424 | - | |
2023.08 | 0.728 | - | - | - | - | - | 0.717 | 0.444 | - | |
2023.07 | 0.719 | - | - | - | - | - | 0.71 | 0.422 | - | |
2024.06 | 0.719 | 0.953 | 0.894 | 0.7 | 0.231 | 0.3 | 0.717 | - | - | |
2023.08 | 0.719 | 0.958 | 0.893 | 0.668 | 0.189 | 0.002 | 0.71 | 0.422 | - | |
2024.05 | 0.716 | - | - | - | - | - | 0.713 | 0.407 | - | |
2023.08 | 0.711 | 0.948 | 0.891 | 0.667 | 0.189 | 0 | 0.707 | 0.428 | - | |
2022.03 | 0.708 | 0.936 | 0.859 | 0.619 | 16.8 | 0.3 | 0.696 | - | 0.394 | |
2024.05 | 0.707 | - | - | - | - | - | 0.701 | 0.397 | - | |
2024.06 | 0.706 | - | - | - | - | - | 0.696 | - | - | |
2024.05 | 0.706 | - | - | - | - | - | 0.696 | - | - | |
2021.11 | 0.701 | 0.939 | 0.852 | 0.616 | 0.166 | 0.1 | 0.698 | 0.392 | - | |
2023.07 | 0.701 | - | - | - | - | - | 0.698 | 0.392 | - | |
2022.03 | 0.701 | 0.939 | 0.852 | 0.616 | 16.6 | 0.1 | 0.698 | - | 0.392 | |
2024.06 | 0.701 | 0.939 | 0.852 | 0.616 | 0.166 | 0.1 | 0.698 | - | - | |
2023.08 | 0.701 | 0.939 | 0.852 | 0.616 | 0.166 | 0.001 | 0.698 | 0.392 | - | |
2022.03 | 0.7 | 0.933 | 0.842 | 0.614 | 16.4 | 0.3 | 0.693 | - | 0.391 | |
2021.11 | 0.674 | 0.91 | 0.815 | 0.57 | 0.144 | 0.1 | 0.679 | 0.366 | - | |
2022.03 | 0.673 | 0.893 | 0.772 | 0.508 | 10.6 | 0.2 | 0.663 | - | 0.363 | |
2024.06 | 0.673 | 0.893 | 0.772 | 0.508 | 0.106 | 0.2 | 0.663 | - | - | |
2023.07 | 0.656 | - | - | - | - | - | - | 0.644 | - | |
2022.03 | 0.652 | 0.819 | 0.736 | 0.542 | 16.8 | 0.4 | 0.627 | - | - | |
2022.06 | 0.646 | 0.864 | 0.751 | 0.507 | 0.116 | 0.001 | 0.652 | - | 0.403 | |
2022.06 | 0.645 | 0.864 | 0.744 | 0.533 | 0.132 | 0 | 0.658 | - | 0.411 | |
2024.05 | 0.645 | - | - | - | - | - | 0.658 | 0.411 | - | |
2023.08 | 0.644 | 0.88 | 0.796 | 0.566 | 0.147 | 0.002 | 0.656 | - | - | |
2024.06 | 0.632 | 0.82 | 0.673 | 0.414 | 0.089 | 0.1 | 0.627 | - | - | |
2021.11 | 0.628 | 0.764 | 0.625 | 0.389 | 0.09 | 0.1 | 0.581 | - | - | |
2022.06 | 0.628 | 0.764 | 0.625 | 0.389 | 0.09 | 0.001 | 0.581 | - | - | |
2024.06 | 0.628 | 0.764 | 0.625 | 0.389 | 0.09 | 0.1 | 0.581 | - | - | |
2023.08 | 0.628 | 0.764 | 0.625 | 0.389 | 0.09 | 0.001 | 0.581 | - | - | |
2022.04 | 0.619 | 0.799 | 0.714 | 0.49 | 12.6 | 0.1 | 0.613 | - | 0.386 | |
2021.11 | 0.616 | 0.813 | 0.657 | 0.371 | 0.07 | 0 | 0.617 | 0.342 | - | |
2022.06 | 0.616 | 0.813 | 0.657 | 0.371 | 0.07 | 0 | 0.617 | - | 0.342 | |
2023.07 | 0.616 | - | - | - | - | - | 0.617 | 0.342 | - | |
2023.08 | 0.616 | 0.813 | 0.657 | 0.371 | 0.07 | 0 | 0.617 | 0.342 | - | |
2021.11 | 0.598 | 0.783 | 0.639 | 0.378 | 0.076 | 0 | 0.604 | 0.335 | - | |
2022.06 | 0.598 | 0.783 | 0.639 | 0.378 | 0.076 | 0 | 0.604 | - | 0.335 | |
2022.03 | 0.598 | 0.783 | 0.639 | 0.378 | 7.6 | 0 | 0.604 | - | 0.335 | |
2023.08 | 0.598 | 0.783 | 0.639 | 0.378 | 0.076 | 0 | 0.604 | 0.335 | - | |
2022.04 | 0.598 | 0.783 | 0.639 | 0.378 | 7.6 | 0 | 0.604 | - | 0.335 | |
2021.11 | 0.583 | 0.773 | 0.627 | 0.36 | 0.044 | 0 | 0.576 | 0.321 | - | |
2022.06 | 0.576 | 0.756 | 0.564 | 0.287 | 0.034 | 0 | 0.584 | - | 0.289 | |
2023.07 | 0.576 | - | - | - | - | - | 0.584 | 0.289 | - | |
2022.03 | 0.576 | 0.756 | 0.564 | 0.287 | 3.4 | 0 | 0.584 | - | 0.289 | |
2023.08 | 0.576 | 0.756 | 0.564 | 0.287 | 0.034 | 0 | 0.584 | 0.289 | - | |
2022.04 | 0.576 | 0.756 | 0.564 | 0.287 | 3.4 | 0 | 0.584 | - | 0.289 | |
2022.06 | 0.555 | 0.712 | 0.518 | 0.264 | 0.03 | 0 | 0.57 | - | 0.267 | |
2022.03 | 0.555 | 0.712 | 0.518 | 0.264 | 3 | 0 | 0.57 | - | 0.267 | |
2022.06 | 0.554 | 0.742 | 0.587 | 0.316 | 0.047 | 0 | 0.576 | - | 0.301 | |
2022.03 | 0.554 | 0.742 | 0.587 | 0.316 | 4.7 | 0 | 0.576 | - | 0.301 | |
2022.04 | 0.554 | 0.742 | 0.587 | 0.316 | 4.7 | 0 | 0.576 | - | 0.301 | |
2021.11 | 0.546 | 0.633 | 0.35 | 0.085 | 0.002 | 0 | 0.528 | 0.178 | - | |
2023.07 | 0.546 | - | - | - | - | - | 0.528 | 0.178 | - | |
2022.03 | 0.546 | 0.633 | 0.35 | 0.085 | 0.2 | 0 | 0.528 | - | 0.178 | |
2022.04 | 0.546 | 0.633 | 0.35 | 0.085 | 0.2 | 0 | 0.528 | - | 0.178 | |
2021.11 | 0.541 | 0.699 | 0.46 | 0.173 | 0.014 | 0 | 0.542 | 0.233 | - | |
2022.06 | 0.541 | 0.699 | 0.46 | 0.173 | 0.014 | 0 | 0.542 | - | 0.233 | |
2023.07 | 0.541 | - | - | - | - | - | 0.542 | 0.233 | - | |
2022.04 | 0.541 | 0.699 | 0.46 | 0.173 | 1.4 | 0 | 0.542 | - | 0.233 | |
2022.06 | 0.535 | 0.677 | 0.513 | 0.283 | 0.051 | 0 | 0.55 | - | 0.261 | |
2022.03 | 0.535 | 0.677 | 0.513 | 0.283 | 5.1 | 0 | 0.55 | - | 0.261 | |
2022.04 | 0.535 | 0.677 | 0.513 | 0.283 | 5.1 | 0 | 0.55 | - | 0.261 | |
2022.03 | 0.529 | 0.578 | 0.335 | 0.103 | 0.6 | 0 | 0.491 | - | 0.173 | |
2022.04 | 0.529 | 0.578 | 0.335 | 0.103 | 0.6 | 0 | 0.491 | - | 0.173 | |
2022.06 | - | 0.69 | 0.572 | 0.319 | 0.06 | 0.001 | - | - | 0.294 | |
2022.03 | - | 0.691 | 0.572 | 0.319 | 6 | 0.1 | - | - | 0.294 | |
2023.08 | - | - | - | - | - | - | - | 0.427 | - | |
2023.08 | - | - | - | - | - | - | - | 0.442 | - | |
2022.04 | - | 0.691 | 0.572 | 0.319 | 6 | 0.1 | - | - | 0.294 |