🤖 QuillAI — Autonomous Agent Evaluation

Generated March 20, 2026 at 13:53 · 4 datasets · 32 tasks · Plan-Execute-Observe-Adapt loop

32
Total Tasks
11
Fully Complete
18
Partial (replanned)
3
Failed
81%
Avg Confidence
76s
Avg Latency
24
Self-Corrections
8
Figures Generated
212
Total Findings

📋 Task Results

DatasetTaskStatusConfidence FindingsFiguresCorrectionsLatency
breast_cancer exploratory — medium ✅ success
87%
10 1 0 67.6s
breast_cancer predictive — medium ⚠️ partial
82%
6 0 1 122.7s
breast_cancer diagnostic — simple ⚠️ partial
85%
10 0 1 134.0s
breast_cancer diagnostic — medium ✅ success
88%
10 0 0 102.1s
breast_cancer predictive — medium (DT) ⚠️ partial
88%
5 0 1 116.5s
breast_cancer exploratory — simple ✅ success
81%
10 1 0 101.3s
breast_cancer comparative — medium ✅ success
75%
10 0 0 95.8s
breast_cancer prescriptive — advanced ⚠️ partial
90%
2 0 1 87.1s
telco_churn exploratory — medium ✅ success
74%
10 0 0 79.3s
telco_churn exploratory — medium (sr) ✅ success
77%
10 1 0 80.2s
telco_churn predictive — advanced ⚠️ partial
80%
2 0 1 62.2s
telco_churn diagnostic — medium (DT) ⚠️ partial
90%
2 0 1 54.0s
telco_churn diagnostic — medium (TC) ⚠️ partial
78%
10 0 1 73.5s
telco_churn prescriptive — advanced ⚠️ partial
82%
10 0 1 126.9s
telco_churn comparative — medium ✅ success
69%
5 0 0 47.5s
telco_churn predictive — advanced (SA) ⚠️ partial
93%
5 0 2 121.8s
tips exploratory — simple ⚠️ partial
85%
10 0 1 61.6s
tips exploratory — medium ✅ success
83%
10 1 0 43.0s
tips predictive — medium (clf) ⚠️ partial
90%
2 0 1 40.5s
tips predictive — medium (reg) ❌ failed
70%
0 0 1 37.6s
tips diagnostic — medium ✅ success
77%
10 0 0 41.8s
tips diagnostic — simple ✅ success
78%
10 1 0 40.8s
tips prescriptive — advanced ⚠️ partial
70%
2 0 1 41.2s
tips comparative — medium ❌ failed
65%
0 0 1 47.3s
titanic exploratory — medium ⚠️ partial
77%
10 1 1 84.3s
titanic exploratory — medium (corr) ⚠️ partial
90%
1 0 1 45.4s
titanic predictive — medium (lr) ⚠️ partial
90%
8 0 3 113.9s
titanic predictive — medium (DT) ❌ failed
60%
0 0 1 44.6s
titanic diagnostic — medium ⚠️ partial
81%
9 1 1 89.4s
titanic diagnostic — advanced ⚠️ partial
82%
3 0 1 63.7s
titanic prescriptive — advanced ⚠️ partial
86%
10 0 1 92.2s
titanic comparative — medium ✅ success
83%
10 1 0 77.3s

📊 Generated Figures

breast cancer — exploratory — medium · figure 1
breast cancer — exploratory — simple · figure 1
telco churn — exploratory — medium · figure 1
tips — diagnostic — simple · figure 1
tips — exploratory — medium · figure 1
titanic — comparative — medium · figure 1
titanic — diagnostic — medium · figure 1
titanic — exploratory — medium · figure 1