In a large bowl, stir together the black beans, black-eyed peas, tomatoes, corn, bell pepper, onion, jalapeño, and lime juice.
Make the dressing: In a small bowl, whisk together the the vinegar, oil, cumin, cayenne, honey, garlic, salt, and pepper. Pour the dressing over the bean mixture. Fold in cilantro, and season to taste.