Background: Docetaxel is the standard of care for advanced non-small cell lung cancer (NSCLC) after platinum-based chemotherapy and/or immunotherapy but is associated with modest clinical outcomes and considerable toxicity. Sacituzumab govitecan and datopotamab deruxtecan are trophoblast cell surface antigen (TROP)-2-directed antibody–drug conjugates (ADCs) that showed encouraging activity in pretreated patients with advanced NSCLC. This systematic review and pooled analysis aims to comprehensively assess the efficacy and safety of anti-TROP-2 ADCs compared to docetaxel in pretreated patients with advanced NSCLC. Methods: A systematic search through PubMed and EMBASE before 31 January 2025 was performed to identify eligible studies. Randomized controlled phase III trials comparing an anti-TROP-2 regimen to docetaxel in patients with pretreated advanced NSCLC were included. Overall survival (OS), progression-free survival (PFS), and grade ≥ 3 treatment-related adverse events (TRAEs) were extracted from the identified trials. A pooled analysis of reconstructed patient data and meta-analysis employing the random-effect model were used to summarize the efficacy and safety outcomes. Results: Across the two trials included, 1207 patients were enrolled, 598 in the TROP-2 ADC arm and 609 in the docetaxel arm. Anti-TROP-2 treatment did not produce significant improvements in OS (HR: 0.90; 95% CI, 0.78–1.03; P = 0.13) and PFS (HR: 0.84; 95% CI, 0.68–1.02; P = 0.08), compared to docetaxel, even in patients with a nonsquamous histology (OS HR: 0.86; 95% CI, 0.73–1.01; P = 0.06; PFS HR: 0.76; 95% CI, 0.52–1.12; P = 0.17). Across the subgroup analyses, a statistically significant improvement in OS was observed in patients with actionable genomic alterations (AGAs) (HR: 0.63; 95% CI, 0.41–0.95; P = 0.03). Compared to docetaxel, the anti-TROP-2 regimen demonstrated a lower risk of developing grade ≥ 3 TRAEs (RR: 0.76; 95% CI, 0.55–1.05; P = 0.09). Conclusions: The anti-TROP-2 regimen showed a better safety profile but failed to demonstrate a relevant clinical improvement over docetaxel. Anti-TROP-2 ADCs could find a role in the management of patients with AGAs.