| # | Author | Model name | Date | Paper | FPS | Hardware | Meta | Other | PQ | PQth | PQst | RQ | SQ | F1 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 #14190 |
UL FRI User #192 |
PanSR (Swin-L) | 18-Dec-2024 | 🔗 | 0.7 | RTX A4500 | 57.3 | 43.0 | 95.4 | 66.9 | 75.9 | 80.3 | ||
| 2 #14191 |
UL FRI User #192 |
PanSR (RN-50) | 18-Dec-2024 | 🔗 | 1.3 | RTX A4500 | 54.2 | 39.3 | 94.1 | 63.9 | 82.6 | 63.1 | ||
| 3 #14187 |
Fraunhofer IOSB - BIG User #735 |
MaskDINO
MaCVi 25 |
18-Dec-2024 | 🔗 | 1.0 | V100 | 53.9 | 39.4 | 92.3 | 63.3 | 75.2 | 76.5 | ||
| 4 #14135 |
GIST AI Lab User #567 |
PanopticWaterFormer
MaCVi 25 |
15-Dec-2024 | 🔗 | 1.1 | H100 | ✔ | 53.0 | 37.3 | 94.7 | 61.6 | 75.7 | 84.4 | |
| 5 #14146 |
GIST AI Lab User #567 |
PanopticWaterFormer
MaCVi 25 |
16-Dec-2024 | 🔗 | 1.1 | H100 | ✔ | 52.6 | 36.8 | 94.7 | 61.1 | 75.7 | 84.4 | |
| 6 #14220 |
Fraunhofer IOSB - BIG User #735 |
mASK-DINO
MaCVi 25 |
20-Dec-2024 | 🔗 | 0.1 | V100 | 52.1 | 37.0 | 92.3 | 61.0 | 75.2 | 76.5 | ||
| 7 #13876 |
University of Ljubljana User #658 |
FC-CLIP-CNL-COCO-FT
MaCVi 25 |
30-Nov-2024 | 🔗 | 10 | A100 | ✔ | 49.7 | 32.4 | 95.6 | 58.4 | 74.0 | 76.6 | |
| 8 #14182 |
WaterScenes User #379 |
WaterScenes
MaCVi 25 |
18-Dec-2024 | 🔗 | 10 | 4090 | 48.6 | 31.2 | 95.1 | 57.1 | 74.0 | 74.0 | ||
| 9 #14019 |
GIST AI Lab User #567 |
PanopticWaterFormer
MaCVi 25 |
09-Dec-2024 | 🔗 | 1.1 | H100 | 48.1 | 30.5 | 95.0 | 56.1 | 74.3 | 83.2 | ||
| 10 #14176 |
YCIT User #738 |
SeeDroneSee
MaCVi 25 |
17-Dec-2024 | 🔗 | 4.8 | H100 | 47.7 | 30.0 | 95.0 | 56.1 | 73.7 | 73.8 | ||
| 11 #14168 |
xjtlu User #562 |
mask
MaCVi 25 |
17-Dec-2024 | 🔗 | 1.7 | 3090 | 47.4 | 29.5 | 94.9 | 55.6 | 73.5 | 72.4 | ||
| 12 #14169 |
WaterScenes User #379 |
WaterScenes
MaCVi 25 |
17-Dec-2024 | 🔗 | 10 | 4090 | 46.5 | 28.3 | 94.9 | 54.8 | 73.0 | 71.7 | ||
| 13 #13590 |
University of Ljubljana User #564 |
PSAM
MaCVi 25 |
14-Oct-2024 | 🔗 | 0.6 | 2080 Ti | 46.2 | 28.9 | 92.1 | 54.6 | 72.7 | 77.8 | ||
| 14 #14180 |
XJTLU User #738 |
SeeDroneSee
MaCVi 25 |
18-Dec-2024 | 🔗 | 3.8 | H100 | 44.8 | 26.1 | 94.8 | 52.5 | 73.0 | 73.2 | ||
| 15 #14042 |
WaterScenes User #379 |
WaterScenes
MaCVi 25 |
11-Dec-2024 | 🔗 | 30 | 4090 | 43.8 | 24.6 | 94.8 | 51.1 | 73.3 | 73.9 | ||
| 16 #13574 |
WaterScenes User #379 |
WaterScenes
MaCVi 25 |
11-Oct-2024 | 🔗 | 30 | 4090 | 41.4 | 22.3 | 92.5 | 47.1 | 75.2 | 60.9 | ||
| 17 #14316 |
UL FRI User #192 |
Mask2Former (Swin-B) | 08-Jan-2025 | 🔗 | 4.8 | V100 | 41.4 | 22.3 | 92.5 | 47.1 | 75.2 | 60.9 | ||
| 18 #13599 |
WaterScenes User #379 |
WaterScenes
MaCVi 25 |
17-Oct-2024 | 🔗 | 30 | 4090 | 40.7 | 20.5 | 94.4 | 47.2 | 72.5 | 68.5 | ||
| 19 #11550 |
University of Ljubljana User #192 |
Panoptic FPN (RN-50) | 04-Aug-2023 | 🔗 | 21.7 | V100 | 40.1 | 21.7 | 89.3 | 46.9 | 73.5 | 58.9 | ||
| 20 #13604 |
WaterScenes User #379 |
WaterScenes
MaCVi 25 |
19-Oct-2024 | 🔗 | 30 | 4090 | 40.1 | 19.8 | 94.3 | 46.5 | 72.3 | 68.0 | ||
| 21 #11555 |
University of Ljubljana User #192 |
Mask2Former (Swin-T) | 04-Aug-2023 | 🔗 | 5.4 | V100 | 39.2 | 18.8 | 93.7 | 45.5 | 72.2 | 56.7 | ||
| 22 #11551 |
University of Ljubljana User #192 |
Panoptic FPN (RN-101) | 04-Aug-2023 | 🔗 | 16.7 | V100 | 38.7 | 19.7 | 89.4 | 45.0 | 73.6 | 58.1 | ||
| 23 #14173 |
GIST AI Lab User #567 |
Baseline
MaCVi 25 |
17-Dec-2024 | 🔗 | 9.6 | H100 | ✔ | 38.4 | 17.2 | 94.7 | 44.8 | 70.4 | 60.2 | |
| 24 #11553 |
University of Ljubljana User #192 |
Mask2Former (RN-50) | 04-Aug-2023 | 🔗 | 10.6 | V100 | 37.6 | 17.0 | 92.4 | 43.7 | 71.3 | 54.9 | ||
| 25 #13597 |
WaterScenes User #379 |
WaterScenes
MaCVi 25 |
16-Oct-2024 | 🔗 | 30 | 4090 | 37.4 | 16.1 | 94.2 | 42.7 | 72.8 | 69.2 | ||
| 26 #11554 |
University of Ljubljana User #192 |
Mask2Former (RN-101) | 04-Aug-2023 | 🔗 | 5.7 | V100 | 37.2 | 16.3 | 92.8 | 43.0 | 71.4 | 53.2 | ||
| 27 #11549 |
University of Ljubljana User #192 |
Panoptic Deeplab (RN-50) | 04-Aug-2023 | 🔗 | 6.0 | V100 | 34.7 | 13.4 | 91.4 | 40.3 | 69.5 | 64.6 | ||
| 28 #13593 |
WaterScenes User #379 |
WaterScenes
MaCVi 25 |
15-Oct-2024 | 🔗 | 30 | 4090 | 34.6 | 12.0 | 94.8 | 39.0 | 71.6 | 68.1 | ||
| 29 #11552 |
University of Ljubljana User #192 |
MaX-DeepLab (MaX-S) | 04-Aug-2023 | 🔗 | 3.7 | V100 | 31.9 | 9.5 | 91.7 | 36.1 | 71.3 | 60.2 | ||
| 30 #13587 |
WaterScenes User #379 |
WaterScenes
MaCVi 25 |
14-Oct-2024 | 🔗 | 30 | 4090 | 28.6 | 4.1 | 93.9 | 31.0 | 56.1 | 40.9 | ||
| 31 #13582 |
WaterScenes User #379 |
WaterScenes
MaCVi 25 |
13-Oct-2024 | 🔗 | 30 | 4090 | 25.5 | 1.2 | 90.5 | 27.3 | 32.4 | 47.7 |
