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Midas-V2-Quantized

Depth Estimation
PyTorch
LiteRT
ONNX
quantized
android
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@@ -35,38 +35,38 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.062 ms | 0 - 133 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.267 ms | 0 - 11 MB | INT8 | NPU | [Midas-V2-Quantized.so](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.so) |
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- | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 119.018 ms | 10 - 116 MB | INT8 | NPU | [Midas-V2-Quantized.onnx](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.onnx) |
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- | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.753 ms | 0 - 56 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.9 ms | 0 - 19 MB | INT8 | NPU | [Midas-V2-Quantized.so](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.so) |
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- | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 95.401 ms | 4 - 338 MB | INT8 | NPU | [Midas-V2-Quantized.onnx](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.onnx) |
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- | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.689 ms | 0 - 33 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.743 ms | 0 - 35 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 96.251 ms | 22 - 343 MB | INT8 | NPU | [Midas-V2-Quantized.onnx](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.onnx) |
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- | Midas-V2 | SA7255P ADP | SA7255P | TFLITE | 10.379 ms | 0 - 27 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | SA7255P ADP | SA7255P | QNN | 11.603 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.066 ms | 0 - 133 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.284 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | SA8295P ADP | SA8295P | TFLITE | 1.917 ms | 0 - 29 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | SA8295P ADP | SA8295P | QNN | 2.192 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.058 ms | 0 - 133 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.278 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | SA8775P ADP | SA8775P | TFLITE | 1.562 ms | 0 - 28 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | SA8775P ADP | SA8775P | QNN | 1.814 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 3.593 ms | 0 - 44 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 5.559 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 16.112 ms | 0 - 3 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 10.379 ms | 0 - 27 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.603 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.06 ms | 0 - 135 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.277 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.562 ms | 0 - 28 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.814 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.541 ms | 0 - 46 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.797 ms | 0 - 44 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.402 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | Midas-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 111.778 ms | 66 - 66 MB | INT8 | NPU | [Midas-V2-Quantized.onnx](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.onnx) |
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.061 ms | 0 - 133 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.344 ms | 0 - 134 MB | INT8 | NPU | [Midas-V2-Quantized.so](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.so) |
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+ | Midas-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 114.034 ms | 0 - 138 MB | INT8 | NPU | [Midas-V2-Quantized.onnx](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.onnx) |
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+ | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.753 ms | 0 - 55 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.969 ms | 0 - 52 MB | INT8 | NPU | [Midas-V2-Quantized.so](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.so) |
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+ | Midas-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 96.517 ms | 21 - 353 MB | INT8 | NPU | [Midas-V2-Quantized.onnx](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.onnx) |
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+ | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.598 ms | 0 - 32 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.88 ms | 0 - 30 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 82.409 ms | 13 - 334 MB | INT8 | NPU | [Midas-V2-Quantized.onnx](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.onnx) |
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+ | Midas-V2 | SA7255P ADP | SA7255P | TFLITE | 10.329 ms | 0 - 27 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | SA7255P ADP | SA7255P | QNN | 11.549 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.068 ms | 0 - 133 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.285 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | SA8295P ADP | SA8295P | TFLITE | 1.918 ms | 0 - 30 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | SA8295P ADP | SA8295P | QNN | 2.223 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.069 ms | 0 - 133 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.286 ms | 0 - 4 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | SA8775P ADP | SA8775P | TFLITE | 1.57 ms | 0 - 27 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | SA8775P ADP | SA8775P | QNN | 1.8 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 3.681 ms | 0 - 44 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 5.84 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 15.724 ms | 0 - 2 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 10.329 ms | 0 - 27 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.549 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.067 ms | 0 - 132 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.286 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.57 ms | 0 - 27 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.8 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.548 ms | 0 - 42 MB | INT8 | NPU | [Midas-V2-Quantized.tflite](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.tflite) |
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+ | Midas-V2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.815 ms | 0 - 47 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.434 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | Midas-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 108.214 ms | 66 - 66 MB | INT8 | NPU | [Midas-V2-Quantized.onnx](https://huggingface.co/qualcomm/Midas-V2-Quantized/blob/main/Midas-V2.onnx) |
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