diff --git a/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py b/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py
index cca521a296d136a95038b6f452ea3f4a01341909..e4ec0362892ab6510a2ae53a6e2cbad34c30a5ca 100644
--- a/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py
+++ b/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py
@@ -170,6 +170,8 @@ def compare_core(bench_out, npu_out, alg):
             copy_bench_out = copy_bench_out.to(torch.float32)
             copy_npu_out = copy_npu_out.to(torch.float32)
         compare_result, test_success, msg = compare_torch_tensor(copy_bench_out.numpy(), copy_npu_out.cpu().numpy(), alg)
+        if copy_bench_out.dtype in [torch.bool, torch.uint8, torch.int8, torch.int16, torch.uint16, torch.uint32, torch.int32, torch.int64, torch.uint64] and alg == cosine_sim:
+            compare_result = CompareConst.NA
     elif isinstance(bench_out, (bool, int, float, str)):
         compare_result, test_success, msg = compare_builtin_type(bench_out, npu_out)
         bench_dtype = str(type(bench_out))