2D Object Detection
Papers
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All datasetsSARDet-100KDroneVehicleCeyMoTXL-PBC: a freely accessible labeled peripheral blood cell datasetExDarkSCoralDet DatasetClear WeatherDense FogBDD100K valCLCXrayDUOETDII Dataset
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SARATR-X | mAP | 57.3 | — | Unverified |
| 2 | DenoDet | box mAP | 55.4 | — | Unverified |
| 3 | MSFA (F-RCNN+ConvNext-T) | box mAP | 54.8 | — | Unverified |
| 4 | MSFA (GFL+R50) | box mAP | 53.7 | — | Unverified |
| 5 | MSFA (Deformable DETR) | box mAP | 51.3 | — | Unverified |
| 6 | MSFA (F-RCNN+R50) | box mAP | 51.1 | — | Unverified |
| 7 | Cascade R-CNN | box mAP | 51.1 | — | Unverified |
| 8 | Deformable DETR | box mAP | 50 | — | Unverified |
| 9 | FCOS | box mAP | 49.8 | — | Unverified |
| 10 | F-RCNN | box mAP | 49 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | OAFA | test/mAP50 | 79.4 | — | Unverified |
| 2 | CALNet | test/mAP50 | 75.4 | — | Unverified |
| 3 | CAGTDet | Val/mAP50 | 74.6 | — | Unverified |
| 4 | C2Former | test/mAP50 | 72.8 | — | Unverified |
| 5 | TarDAL | test/mAP50 | 72.6 | — | Unverified |
| 6 | AR-CNN | Val/mAP50 | 71.6 | — | Unverified |
| 7 | GLFNet | test/mAP50 | 71.4 | — | Unverified |
| 8 | TSFADet | test/mAP50 | 70.4 | — | Unverified |
| 9 | CIAN | Val/mAP50 | 70.2 | — | Unverified |
| 10 | HalfwayFusion | Val/mAP50 | 68.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | TransMind | mAP | 70.7 | — | Unverified |
| 2 | YOLOv7 | mAP | 69.5 | — | Unverified |
| 3 | TOOD | mAP | 65.6 | — | Unverified |
| 4 | YOLOX | mAP | 57.7 | — | Unverified |
| 5 | Sparse R-CNN | mAP | 47.3 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MambaCoral-DiffDet | mAP50 | 84.3 | — | Unverified |
| 2 | SCoralDet | mAP50 | 80.19 | — | Unverified |
| 3 | SCoralNet | mAP | 53.9 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | HRFuser-T | clear hard (AP) | 79.48 | — | Unverified |
| 2 | Deep Entropy Fusion | clear hard (AP) | 79.46 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | HRFuser-T | dense fog hard (AP) | 78.21 | — | Unverified |
| 2 | Deep Entropy Fusion | dense fog hard (AP) | 76.69 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | InternImage-H | mAP | 38.8 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | LACLS | Detection: Full (mAP@0.5) | 59.3 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GCC-Net | All mAP | 69.1 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SCAResNet | mAP@0.5 | 62.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Yolov8x (640x640) | mAP | 61.4 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GLIP | Average mAP | 0.11 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | WARLearn | MAP | 52.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | rotated-retinanet-rbox-r360_r50_fpn_6x.py | AP50(T<90) | 0.53 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | YOLOv12x | AP50 | 0.9 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | RT-DSAFDet | AP@0.5 | 54.2 | — | Unverified |