Update model card for yolo11-det
Browse files
README.md
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@@ -154,10 +154,10 @@ Row conventions in the table below:
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — throughput | LiteRT | Logical | In progress | — | — | — | — | — | — | [v-8a3](https://edgefirst.studio/public/validation/v-8a3/details?mode=charts) |
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — throughput | LiteRT | Combined | In progress | — | — | — | — | — | — | [v-89d](https://edgefirst.studio/public/validation/v-89d/details?mode=charts) |
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (Phytec) — throughput | LiteRT | Smart | In progress | — | — | — | — | — | — | [v-887](https://edgefirst.studio/public/validation/v-887/details?mode=charts) |
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) — latency | LiteRT | Smart | In progress | — | — | — | — | — | — | [v-bca](https://edgefirst.studio/public/validation/v-bca/details?mode=charts) |
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) — latency | LiteRT | Logical | In progress | — | — | — | — | — | — | [v-bcb](https://edgefirst.studio/public/validation/v-bcb/details?mode=charts) |
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) — throughput | LiteRT | Smart | In progress | — | — | — | — | — | — | [v-e0b](https://edgefirst.studio/public/validation/v-e0b/details?mode=charts) |
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| Nano | NXP Ara240 (FRDM) — latency | Ara DVM | Smart | 50.
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| Nano | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | — | 51.77% | -1.34 | 36.73% | 17.86 | 36.29 | 52.6 | ~53 | [v-8dc](https://edgefirst.studio/public/validation/v-8dc/details?mode=charts) |
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| Nano | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | — | 53.05% | -0.06 | 37.80% | 11.46 | 26.68 | 244.9 | ~244 | [v-917](https://edgefirst.studio/public/validation/v-917/details?mode=charts) |
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| Small | ONNX FP32 (AWS Graviton · 4-core) | ONNX | — | 61.16% | -0.02 | 44.88% | 851.09 | 869.15 | 4.6 | ~1 | [v-ed6](https://edgefirst.studio/public/validation/v-ed6/details?mode=charts) |
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@@ -193,7 +193,8 @@ Row conventions in the table below:
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| Small | NXP i.MX 8M Plus + VeriSilicon NPU (FRDM) | LiteRT | Smart | 3.48% | -57.70 ⚠ | 2.34% | 168.47 | 220.09 | 5.6 | ~6 | [v-9bc](https://edgefirst.studio/public/validation/v-9bc/details?mode=charts) |
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| Small | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) | LiteRT | Logical | 2.99% | -58.19 | 1.78% | 175.63 | 217.26 | 5.4 | ~6 | [v-c8f](https://edgefirst.studio/public/validation/v-c8f/details?mode=charts) |
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| Small | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) | LiteRT | Smart | 3.48% | -57.70 ⚠ | 2.34% | 169.80 | 239.80 | 5.5 | ~6 | [v-c8e](https://edgefirst.studio/public/validation/v-c8e/details?mode=charts) |
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| Small | NXP Ara240 (FRDM) — latency | Ara DVM | Smart | 57.
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| 197 |
| Small | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | — | 59.45% | -1.73 | 43.25% | 36.19 | 51.00 | 25.4 | ~25 | [v-8e7](https://edgefirst.studio/public/validation/v-8e7/details?mode=charts) |
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| Small | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | — | 61.13% | -0.05 | 44.85% | 24.64 | 36.52 | 156.9 | ~157 | [v-91f](https://edgefirst.studio/public/validation/v-91f/details?mode=charts) |
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| Medium | ONNX FP32 (AWS Graviton · 4-core) | ONNX | — | 65.94% | +0.03 | 49.60% | 1884.88 | 1894.15 | 2.1 | ~1 | [v-ed5](https://edgefirst.studio/public/validation/v-ed5/details?mode=charts) |
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@@ -229,7 +230,8 @@ Row conventions in the table below:
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| Medium | NXP i.MX 8M Plus + VeriSilicon NPU (FRDM) | LiteRT | Smart | 54.45% | -11.46 ⚠ | 40.02% | 328.40 | 380.36 | 2.9 | ~3 | [v-98d](https://edgefirst.studio/public/validation/v-98d/details?mode=charts) |
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| Medium | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) | LiteRT | Logical | 50.85% | -15.06 | 35.38% | 337.67 | 379.51 | 2.9 | ~3 | [v-ca1](https://edgefirst.studio/public/validation/v-ca1/details?mode=charts) |
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| Medium | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) | LiteRT | Smart | 54.45% | -11.46 ⚠ | 40.02% | 331.83 | 402.33 | 2.9 | ~3 | [v-ca0](https://edgefirst.studio/public/validation/v-ca0/details?mode=charts) |
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| Medium | NXP Ara240 (FRDM) — latency | Ara DVM | Smart | 62.
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| Medium | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | — | 63.78% | -2.13 | 47.69% | 70.71 | 86.10 | 13.6 | ~14 | [v-90f](https://edgefirst.studio/public/validation/v-90f/details?mode=charts) |
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| Medium | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | — | 65.89% | -0.02 | 49.56% | 50.85 | 63.05 | 77.5 | ~77 | [v-927](https://edgefirst.studio/public/validation/v-927/details?mode=charts) |
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| 154 |
| Nano | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — throughput | LiteRT | Logical | In progress | — | — | — | — | — | — | [v-8a3](https://edgefirst.studio/public/validation/v-8a3/details?mode=charts) |
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| 155 |
| Nano | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — throughput | LiteRT | Combined | In progress | — | — | — | — | — | — | [v-89d](https://edgefirst.studio/public/validation/v-89d/details?mode=charts) |
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| 156 |
| Nano | NXP i.MX 95 + eIQ Neutron NPU (Phytec) — throughput | LiteRT | Smart | In progress | — | — | — | — | — | — | [v-887](https://edgefirst.studio/public/validation/v-887/details?mode=charts) |
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| 157 |
| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) — latency | LiteRT | Logical | In progress | — | — | — | — | — | — | [v-bcb](https://edgefirst.studio/public/validation/v-bcb/details?mode=charts) |
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) — throughput | LiteRT | Smart | In progress | — | — | — | — | — | — | [v-e0b](https://edgefirst.studio/public/validation/v-e0b/details?mode=charts) |
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| Nano | NXP Ara240 (FRDM) — latency | Ara DVM | Smart | 50.05% | -3.06 | 34.47% | 6.36 | 18.58 | 127.9 | ~132 | [v-a14](https://edgefirst.studio/public/validation/v-a14/details?mode=charts) |
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| Nano | NXP Ara240 (FRDM) — throughput | Ara DVM | Smart | 50.03% | -3.08 | 34.45% | 6.68 | 27.53 | 196.0 | ~308 | [v-a15](https://edgefirst.studio/public/validation/v-a15/details?mode=charts) |
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| Nano | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | — | 51.77% | -1.34 | 36.73% | 17.86 | 36.29 | 52.6 | ~53 | [v-8dc](https://edgefirst.studio/public/validation/v-8dc/details?mode=charts) |
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| Nano | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | — | 53.05% | -0.06 | 37.80% | 11.46 | 26.68 | 244.9 | ~244 | [v-917](https://edgefirst.studio/public/validation/v-917/details?mode=charts) |
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| Small | ONNX FP32 (AWS Graviton · 4-core) | ONNX | — | 61.16% | -0.02 | 44.88% | 851.09 | 869.15 | 4.6 | ~1 | [v-ed6](https://edgefirst.studio/public/validation/v-ed6/details?mode=charts) |
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| Small | NXP i.MX 8M Plus + VeriSilicon NPU (FRDM) | LiteRT | Smart | 3.48% | -57.70 ⚠ | 2.34% | 168.47 | 220.09 | 5.6 | ~6 | [v-9bc](https://edgefirst.studio/public/validation/v-9bc/details?mode=charts) |
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| Small | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) | LiteRT | Logical | 2.99% | -58.19 | 1.78% | 175.63 | 217.26 | 5.4 | ~6 | [v-c8f](https://edgefirst.studio/public/validation/v-c8f/details?mode=charts) |
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| Small | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) | LiteRT | Smart | 3.48% | -57.70 ⚠ | 2.34% | 169.80 | 239.80 | 5.5 | ~6 | [v-c8e](https://edgefirst.studio/public/validation/v-c8e/details?mode=charts) |
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| Small | NXP Ara240 (FRDM) — latency | Ara DVM | Smart | 57.16% | -4.02 | 40.13% | 10.17 | 22.06 | 87.2 | ~88 | [v-a22](https://edgefirst.studio/public/validation/v-a22/details?mode=charts) |
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| Small | NXP Ara240 (FRDM) — throughput | Ara DVM | Smart | 57.15% | -4.03 | 40.11% | 10.31 | 24.04 | 141.3 | ~141 | [v-a23](https://edgefirst.studio/public/validation/v-a23/details?mode=charts) |
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| Small | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | — | 59.45% | -1.73 | 43.25% | 36.19 | 51.00 | 25.4 | ~25 | [v-8e7](https://edgefirst.studio/public/validation/v-8e7/details?mode=charts) |
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| Small | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | — | 61.13% | -0.05 | 44.85% | 24.64 | 36.52 | 156.9 | ~157 | [v-91f](https://edgefirst.studio/public/validation/v-91f/details?mode=charts) |
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| Medium | ONNX FP32 (AWS Graviton · 4-core) | ONNX | — | 65.94% | +0.03 | 49.60% | 1884.88 | 1894.15 | 2.1 | ~1 | [v-ed5](https://edgefirst.studio/public/validation/v-ed5/details?mode=charts) |
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| Medium | NXP i.MX 8M Plus + VeriSilicon NPU (FRDM) | LiteRT | Smart | 54.45% | -11.46 ⚠ | 40.02% | 328.40 | 380.36 | 2.9 | ~3 | [v-98d](https://edgefirst.studio/public/validation/v-98d/details?mode=charts) |
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| Medium | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) | LiteRT | Logical | 50.85% | -15.06 | 35.38% | 337.67 | 379.51 | 2.9 | ~3 | [v-ca1](https://edgefirst.studio/public/validation/v-ca1/details?mode=charts) |
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| Medium | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) | LiteRT | Smart | 54.45% | -11.46 ⚠ | 40.02% | 331.83 | 402.33 | 2.9 | ~3 | [v-ca0](https://edgefirst.studio/public/validation/v-ca0/details?mode=charts) |
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| Medium | NXP Ara240 (FRDM) — latency | Ara DVM | Smart | 62.58% | -3.33 | 45.13% | 24.25 | 36.17 | 39.2 | ~39 | [v-a30](https://edgefirst.studio/public/validation/v-a30/details?mode=charts) |
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| Medium | NXP Ara240 (FRDM) — throughput | Ara DVM | Smart | 62.56% | -3.35 | 45.12% | 24.29 | 37.03 | 47.1 | ~47 | [v-a31](https://edgefirst.studio/public/validation/v-a31/details?mode=charts) |
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| Medium | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | — | 63.78% | -2.13 | 47.69% | 70.71 | 86.10 | 13.6 | ~14 | [v-90f](https://edgefirst.studio/public/validation/v-90f/details?mode=charts) |
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| Medium | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | — | 65.89% | -0.02 | 49.56% | 50.85 | 63.05 | 77.5 | ~77 | [v-927](https://edgefirst.studio/public/validation/v-927/details?mode=charts) |
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