πŸ“Š ADD AI Models Leaderboard

ADDEval evaluates AI models developed in ADD on a variety of datasets.

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πŸ“ Notes

  1. Models are evaluated on the COCO dataset using standard object detection metrics:mAP@50 and mAP@50:95.
  2. FPS (Frames Per Second) is measured on a single NVIDIA A100 GPU using batch size 1.
  3. mAP scores reflect model accuracy, while FPS reflects inference speed.
  4. "Size" refers to the model's weight file size in megabytes (MB), as used during inference.
  5. For fairness, all models are evaluated with their default inference resolution and no additional post-processing.
  6. Models with πŸ”— links redirect to their official GitHub or Hugging Face pages.