It's been a big year for fashion — especially in terms of trends. We've seen everything from ombre to oxblood on the streets and on runways.

Surprisingly, though, the experts over at Polyvore, the crowd-sourcing shopping site, have found what we actually wore had less to do with what we saw in fashion magazines and more to do with comfort.

From cozy oversized sweaters to unique stilettos, the most popular items on their site were completely different from the trends we saw throughout the year.

Check out the top 20 most fashionable items of 2012. Are you surprised by what products made the list?

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  • Alexander Wang Anais Metallic Leather Loafer Pumps

    <a href="http://www.polyvore.com/alexander_wang_anais_metallic_leather/thing?id=40367908">Get more details here</a>

  • T by Alexander Wang Turtle Neck Pullover

    <a href="http://www.polyvore.com/alexander_wang_turtle_neck_pullover/thing?id=65256044">Get more details here</a>

  • Dolce & Gabbana Chili Pepper-Print Cotton Bustier

    <a href="http://www.polyvore.com/dolce_gabbana_chili_pepper-print_cotton/thing?id=53762553">Get more details here</a>

  • Isabel Marant Dicker Boots

    <a href="http://www.polyvore.com/isabel_marant_dicker_boots/thing?id=46463407">Get more details here</a>

  • Isabel Marant Willow High-Top Sneaker

    <a href="http://www.polyvore.com/isabel_marant_willow_high-top_sneaker/thing?id=46426471">Get more details here</a>

  • J Brand Denim Aiden Mid-Rise Boy Jeans

    <a href="http://www.polyvore.com/brand_denim_aiden_mid-rise_boy/thing?id=62986255">Get more details here</a>

  • Proenza Schouler Jean Jacket

    <a href="http://www.polyvore.com/proenza_schouler_jean_jacket/thing?id=58353276">Get more details here</a>

  • Lanvin Bi-Colour Cigarette Case Box Clutch

    <a href="http://www.polyvore.com/lanvin_bi-colour_cigarette_case_box/thing?id=62710943">Get more details here</a>

  • Christian Louboutin Pigalle 120 Patent-Leather Pumps

    <a href="http://www.polyvore.com/christian_louboutin_pigalle_120_patent-leather/thing?id=37191643">Get more details here</a>

  • Mango Ankle Boot

    <a href="http://www.polyvore.com/mango_ankle_boot/thing?id=62497139">Get more details here</a>

  • Manolo Blahnik BB Suede Pointed-Toe Pump

    <a href="http://www.polyvore.com/manolo_blahnik_bb_suede_pointed-toe/thing?id=61233030">Get more details here</a>

  • Alexander McQueen Pleated Leather Dress

    <a href="http://www.polyvore.com/alexander_mcqueen_pleated_leather_dress/thing?id=60557277">Get more details here</a>

  • Proenza Schouler Lace Up Ankle Boots

    <a href="http://www.polyvore.com/proenza_schouler_lace_up_ankle/thing?id=41113828">Get more details here</a>

  • Ray-Ban Classic Clubmaster Sunglasses

    <a href="http://www.polyvore.com/ray-ban_classic_clubmaster_sunglasses/thing?id=55193497">Get more details here</a>

  • Rupert Sanderson High Heel Platform Booties

    <a href="http://www.polyvore.com/rupert_sanderson_high_heel_platform/thing?id=69126773">Get more details here</a>

  • The Row Hunting Dress

    <a href="http://www.polyvore.com/row_hunting_dress/thing?id=63826232">Get more details here</a>

  • Valentino Black Suede High Heeled Pumps

    <a href="http://www.polyvore.com/valentino_black_suede_high_heeled/thing?id=68107946">Get more details here</a>

  • Vanessa Bruno Athe Crew Neck Sweater

    <a href="http://www.polyvore.com/vanessa_bruno_ath%C3%A9_crew_neck/thing?id=54773038">Get more details here</a>

  • YSL Tribute Sandals Magenta

    <a href="http://www.polyvore.com/ysl_tribute_sandals_magenta/thing?id=36853224">Get more details here</a>

  • Lanvin Wide Brim Hat

    <a href="http://www.polyvore.com/lanvin_wide_brim_hat/thing?id=53319757">Get more details here</a>