feat(benchmarks): add evaluation framework for DINO-based compressors

mini-nav/main.py

@@ -2,14 +2,22 @@ import argparse
 
 if __name__ == "__main__":
     parser = argparse.ArgumentParser()
-    parser.add_argument("train")
+    parser.add_argument(
+        "action",
+        choices=["train", "benchmark", "visualize"],
+        help="Action to perform: train, benchmark, or visualize",
+    )
     args = parser.parse_args()
 
-    if args.train:
+    if args.action == "train":
         from compressors import FloatCompressor, train
 
         train(FloatCompressor(), 1, 32)
-    else:
+    elif args.action == "benchmark":
+        from benchmarks import evaluate
+
+        evaluate("Dinov2", "CIFAR-10", "Recall@10")
+    else:  # visualize
         from visualizer import app
 
         app.run(debug=True)