| Capacity Conclusion | ScenarioBench scans channel counts sequentially, so the capacity can be reported directly. The capacity limit is the last channel count that completed and passed the report thresholds. |
|---|
| Channel-count PASS/FAIL | Each task selects its evaluation strategy by task type. CV uses critical-path latency, detection-node latency, and discard rate by default. VLM uses analysis-FPS compliance and sampling-miss rate by default, with optional end-to-end latency checks. The global average discard-rate threshold is 0.05. |
|---|
| Bottleneck Stop | Runtime protection stops the run before excessive load continues. CV uses stable-window FPS falling below half of the baseline as a guard. VLM uses target-FPS compliance so low-FPS tasks are not misclassified by short windows. Discard rate, CPU, memory, and other guards still apply. |
|---|
| Sampling Window | Samples are collected about every 3 seconds. Step summaries use the second half of samples in each step as the stable window. |
|---|
| Failure Reason | Failure reasons in the tables come from failed threshold checks. If bottleneck protection also stopped the run, the top banner shows the runtime reason that triggered early stop. |
|---|
| Channels | Task | Strategy | Metric | Threshold | Measured | Result |
| 1ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 1ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
41.7 |
PASS |
| 1ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
32.1 |
PASS |
| 2ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 2ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
33.5 |
PASS |
| 2ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
26.6 |
PASS |
| 3ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 3ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
33.8 |
PASS |
| 3ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
26.7 |
PASS |
| 4ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 4ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
34.7 |
PASS |
| 4ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
27.2 |
PASS |
| 5ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 5ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
35.6 |
PASS |
| 5ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
27.7 |
PASS |
| 6ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 6ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
36.3 |
PASS |
| 6ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
28 |
PASS |
| 7ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 7ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
37.5 |
PASS |
| 7ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
29.9 |
PASS |
| 8ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 8ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
38.1 |
PASS |
| 8ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
29.8 |
PASS |
| 9ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 9ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
38.8 |
PASS |
| 9ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
30.3 |
PASS |
| 10ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 10ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
41.3 |
PASS |
| 10ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
30.6 |
PASS |
| 11ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 11ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
43.1 |
PASS |
| 11ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
31.6 |
PASS |
| 12ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 12ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
45.7 |
PASS |
| 12ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
33.5 |
PASS |
| 13ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 13ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
46.7 |
PASS |
| 13ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
36.2 |
PASS |
| 14ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 14ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
51 |
PASS |
| 14ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
35.8 |
PASS |
| 15ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 15ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
48.6 |
PASS |
| 15ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
35.8 |
PASS |
| 16ch |
No Safety Helmet 7463 |
cv |
Avg Discard Rate |
0.05 |
0 |
PASS |
| 16ch |
No Safety Helmet 7463 |
cv |
Critical-path Latency (ms) |
200 |
49.9 |
PASS |
| 16ch |
No Safety Helmet 7463 |
cv |
Detection-node Latency |
150 |
38.3 |
PASS |