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The paper’s claims are available in Research claims.
0 / 24 claims verified
the rest still being verified
Experiment plan ready; no runs yet.
0/7 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 41.5% | — | Not assessed | |
| 21.2% | — | Not assessed | |
| 48.4% | — | Not assessed | |
| 27.2% | — | Not assessed | |
| 6.9 percentage points | — | Not assessed | |
| 6 percentage points | — | Not assessed | |
| 28% | — | Not assessed |
Experiment plan ready; no runs yet.
0/8 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 30% | — | Not assessed | |
| 29.9% | — | Not assessed | |
| 26.7% | — | Not assessed | |
| 26.9% | — | Not assessed | |
| 25.3% | — | Not assessed | |
| 8.9% | — | Not assessed | |
| 9% | — | Not assessed | |
| 64% | — | Not assessed |
Experiment plan ready; no runs yet.
0/8 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 1,800,000,000 FLOPs (multiply-adds) | — | Not assessed | |
| 3,600,000,000 FLOPs (multiply-adds) | — | Not assessed | |
| 3,800,000,000 FLOPs (multiply-adds) | — | Not assessed | |
| 7,600,000,000 FLOPs (multiply-adds) | — | Not assessed | |
| 11,300,000,000 FLOPs (multiply-adds) | — | Not assessed | |
| 15,300,000,000 FLOPs (multiply-adds) | — | Not assessed | |
| 19,600,000,000 FLOPs (multiply-adds) | — | Not assessed | |
| 18 percent of VGG-19 FLOPs | — | Not assessed |
Experiment plan ready; no runs yet.
0/64 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 70.4% | — | Not assessed | |
| 84.9% | — | Not assessed | |
| 79.8% | — | Not assessed | |
| 74.3% | — | Not assessed | |
| 53.9% | — | Not assessed | |
| 49.8% | — | Not assessed | |
| 77.5% | — | Not assessed | |
| 75.9% | — | Not assessed | |
| 88.5% | — | Not assessed | |
| 45.6% | — | Not assessed | |
| 77.1% | — | Not assessed | |
| 55.3% | — | Not assessed |
Experiment plan ready; no runs yet.
0/4 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 73.2% | — | Not assessed | |
| 76.4% | — | Not assessed | |
| 70.4% | — | Not assessed | |
| 73.8% | — | Not assessed |
Experiment plan ready; no runs yet.
0/6 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 43.9% | — | Not assessed | |
| 60.5% | — | Not assessed | |
| 58.8% | — | Not assessed | |
| 63.6% | — | Not assessed | |
| 62.1% | — | Not assessed | |
| 8.5 mAP points | — | Not assessed |
Experiment plan ready; no runs yet.
0/4 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 27.88% | — | Not assessed | |
| 25.03% | — | Not assessed | |
| 2.8 percentage points | — | Not assessed | |
| 3.5 percentage points | — | Not assessed |
Reported
60%
Observed
—
Experiment plan ready; no runs yet.
0/1 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 60% | — | Not assessed |
Experiment plan ready; no runs yet.
0/5 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 0.01 dimensionless | — | Not assessed | |
| 0.1 dimensionless | — | Not assessed | |
| 80% | — | Not assessed | |
| 400 iterations | — | Not assessed | |
| 90% | — | Not assessed |
Experiment plan ready; no runs yet.
0/19 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 28.07% | — | Not assessed | |
| 9.33% | — | Not assessed | |
| 9.15% | — | Not assessed | |
| 24.27% | — | Not assessed | |
| 7.38% | — | Not assessed | |
| 28.54% | — | Not assessed | |
| 10.02% | — | Not assessed | |
| 25.03% | — | Not assessed | |
| 7.76% | — | Not assessed | |
| 24.52% | — | Not assessed | |
| 7.46% | — | Not assessed | |
| 24.19% | — | Not assessed |
Experiment plan ready; no runs yet.
0/25 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 9.38% | — | Not assessed | |
| 8.81% | — | Not assessed | |
| 8.22% | — | Not assessed | |
| 2.5 million parameters | — | Not assessed | |
| 8.39% | — | Not assessed | |
| 2.3 million parameters | — | Not assessed | |
| 7.54% | — | Not assessed | |
| 7.72% | — | Not assessed | |
| 0.16 percentage points | — | Not assessed | |
| 1.25 million parameters | — | Not assessed | |
| 8.8% | — | Not assessed | |
| 0.27 million parameters | — | Not assessed |
Experiment plan ready; no runs yet.
0/19 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 41.5% | — | Not assessed | |
| 21.2% | — | Not assessed | |
| 48.4% | — | Not assessed | |
| 27.2% | — | Not assessed | |
| 49.9% | — | Not assessed | |
| 29.9% | — | Not assessed | |
| 51.1% | — | Not assessed | |
| 30% | — | Not assessed | |
| 53.8% | — | Not assessed | |
| 32.5% | — | Not assessed | |
| 53.3% | — | Not assessed | |
| 32.2% | — | Not assessed |
Experiment plan ready; no runs yet.
0/5 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 0.1% | — | Not assessed | |
| 7.93% | — | Not assessed | |
| 19.4 million parameters | — | Not assessed | |
| 6.43% | — | Not assessed | |
| 6.61% | — | Not assessed |
Experiment plan ready; no runs yet.
0/63 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 73.2% | — | Not assessed | |
| 76.5% | — | Not assessed | |
| 79% | — | Not assessed | |
| 70.9% | — | Not assessed | |
| 65.5% | — | Not assessed | |
| 52.1% | — | Not assessed | |
| 83.1% | — | Not assessed | |
| 84.7% | — | Not assessed | |
| 86.4% | — | Not assessed | |
| 52% | — | Not assessed | |
| 81.9% | — | Not assessed | |
| 65.7% | — | Not assessed |
Experiment plan ready; no runs yet.
0/3 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 27.94% | — | Not assessed | |
| 28.54% | — | Not assessed | |
| 3 times nominal schedule | — | Not assessed |
Experiment plan ready; no runs yet.
0/6 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 33.1% | — | Not assessed | |
| 13.3% | — | Not assessed | |
| 11.7% | — | Not assessed | |
| 14.4% | — | Not assessed | |
| 10.6% | — | Not assessed | |
| 8.9% | — | Not assessed |
Experiment plan ready; no runs yet.
0/18 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 8.43% | — | Not assessed | |
| 7.89% | — | Not assessed | |
| 24.4% | — | Not assessed | |
| 7.1% | — | Not assessed | |
| 21.59% | — | Not assessed | |
| 5.71% | — | Not assessed | |
| 21.99% | — | Not assessed | |
| 5.81% | — | Not assessed | |
| 21.84% | — | Not assessed | |
| 5.71% | — | Not assessed | |
| 21.53% | — | Not assessed | |
| 5.6% | — | Not assessed |
Experiment plan ready; no runs yet.
0/6 assessed
The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.
| Metric and conditions | Reported | Latest observation | Evidence judgment |
|---|---|---|---|
| 7.32% | — | Not assessed | |
| 6.66% | — | Not assessed | |
| 6.8% | — | Not assessed | |
| 4.94% | — | Not assessed | |
| 4.82% | — | Not assessed | |
| 3.57% | — | Not assessed |
No numeric target was invented and no proxy is presented as verification.
The exact response tensors and ordering are planned; Figure 7 has no printed scalar target, so full arrays and the unresolved qualitative rule are retained.
The plain-network package records BN variances and gradient norms, but the source supplies no numeric healthy-norm threshold, so the decision-rule limitation is retained.
The claim is retained; the executable bottleneck ResNet depth results do not substitute for the missing plain-network control definition.
This is historical competition context derived from represented result packages; the paper gives no separate COCO segmentation metric to execute.
The single-model localization package includes a bounded matched sampling/feature-variation control. No scalar target is fabricated; the source's qualitative decision-rule limitation is explicit.